Xiaofeng Yang PhD
- Department of Radiation Oncology
Associate Professor
- (404) 778-8622
- xyang43@emory.edu
- Google Scholar
- ORCID
- ResearchGate
- Deep Biomedical Imaging Laboratory (Yang Lab)
Overview
Dr. Yang is associate professor of medical physics and serves as vice chair for medical physics research in the Department of Radiation Oncology at Emory University School of Medicine. Dr. Yang received his BS, MS and PhD (finished his PhD training and thesis at Emory University) in biomedical engineering from Xi'an Jiaotong University in China. He completed his postdoctoral and medical physics residency training in the Department of Radiation Oncology at Emory University School of Medicine.
Dr. Yang's specialty is in image-guided intervention, machine/deep learning, multimodality medical imaging, medical physics, as well as image registration and segmentation.
He is board certified in Therapeutic Radiologic Physics. He is an active member of the International Society for Optics and Photonics, the American Association of Physicists in Medicine, American Society of Therapeutic Radiology and Oncology, the Radiological Society of North America as well as the American Brachytherapy Society.
Academic Appointment
- Associate Professor, Department of Radiation Oncology, Emory University School of Medicine
Education
Degrees
- PhD from Xi'an Jiaotong University,
- MS from Xi'an Jiaotong University
- BS from Xi'an Jiaotong University
Research
Focus
-
AI in Medical imaging and Medical Physics
The goal of Dr. Yang's work is to develop novel AI-based analytical and computational tools to enhance the role of quantitative imaging in cancer radiotherapy to improve the accuracy and precision of radiation therapy. His research has put emphasis on applying multi-modality imaging for cancer radiotherapy with a focus on prostate cancer. His current research projects include image-guided radiotherapy (brachytherapy), MRI-based treatment planning, quantitative imaging biomarker development, advanced image analysis algorithm development and clinical applications. In his laboratory, Dr. Yang enjoys mentoring undergraduate and graduate students, postdoctoral fellows and residents in imaging research. Dr. Yang has served as a principal investigator of NIH R01, DoD, and institutional pilot grants.
Publications
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Photon-counting CT in cancer radiotherapy: technological advances and clinical benefits.
Phys Med Biol
05/06/2025 Authors: Shah K; Zhou J; Roper J; Dhabaan A; Al-Hallaq H; Pourmorteza A; Yang X -
Carbon monoxide potentiates the effect of corticosteroids in suppressing inflammatory responses in cell culture.
Bioorg Med Chem Volume: 120 Page(s): 118092
04/01/2025 Authors: Lu W; Yang X; Wang B -
Evaluation and failure analysis of four commercial deep learning-based autosegmentation software for abdominal organs at risk.
J Appl Clin Med Phys Volume: 26 Page(s): e70010
04/01/2025 Authors: Fan M; Wang T; Lei Y; Patel PR; Dresser S; Ghavidel BB; Qiu RLJ; Zhou J; Luca K; Kayode O -
T1-contrast enhanced MRI generation from multi-parametric MRI for glioma patients with latent tumor conditioning.
Med Phys Volume: 52 Page(s): 2064 - 2073
04/01/2025 Authors: Eidex Z; Safari M; Qiu RLJ; Yu DS; Shu H-K; Mao H; Yang X -
Data-Driven Volumetric Computed Tomography Image Generation From Surface Structures Using a Patient-Specific Deep Leaning Model.
Int J Radiat Oncol Biol Phys Volume: 121 Page(s): 1349 - 1360
04/01/2025 Authors: Pan S; Chang C-W; Tian Z; Wang T; Axente M; Shelton J; Liu T; Roper J; Yang X -
Unsupervised Bayesian generation of synthetic CT from CBCT using patient-specific score-based prior.
Med Phys Volume: 52 Page(s): 2238 - 2246
04/01/2025 Authors: Peng J; Gao Y; Chang C-W; Qiu R; Wang T; Kesarwala A; Yang K; Scott J; Yu D; Yang X -
Sex-Based Bias in Artificial Intelligence-Based Segmentation Models in Clinical Oncology.
Clin Oncol (R Coll Radiol) Volume: 39 Page(s): 103758
03/01/2025 Authors: Doo FX; Naranjo WG; Kapouranis T; Thor M; Chao M; Yang X; Marshall DC -
Automatic medical imaging segmentation via self-supervising large-scale convolutional neural networks.
Radiother Oncol Volume: 204 Page(s): 110711
03/01/2025 Authors: Li Y; Wynne JF; Wu Y; Qiu RLJ; Tian S; Wang T; Patel PR; Yu DS; Yang X -
A review of artificial intelligence in brachytherapy.
J Appl Clin Med Phys Page(s): e70034
02/27/2025 Authors: Chen J; Qiu RLJ; Wang T; Momin S; Yang X -
Improving Lung Stereotactic Body Radiation Therapy Dose Conformity Using a Simple Noncoplanar Volumetric Modulated Arc Therapy Technique.
Pract Radiat Oncol
02/25/2025 Authors: Kei T; Luca K; Kayode O; Higgins KA; Bradley JD; Shelton JW; Patel AB; Yang X; Schreibmann E; Zhang J -
A Physics-Informed Deep Learning Model for MRI Brain Motion Correction.
ArXiv
02/13/2025 Authors: Safari M; Wang S; Eidex Z; Qiu R; Chang C-W; Yu DS; Yang X -
Self-supervised adversarial diffusion models for fast MRI reconstruction.
Med Phys
02/09/2025 Authors: Safari M; Eidex Z; Pan S; Qiu RLJ; Yang X -
A Comparative Dosimetric Study of Proton and Photon Therapy in Stereotactic Arrhythmia Radioablation for Ventricular Tachycardia.
ArXiv
02/04/2025 Authors: Shah KD; Chang C-W; Patel P; Tian S; Shao Y; Higgins KA; Wang Y; Roper J; Zhou J; Tian Z -
Advancing MRI Reconstruction: A Systematic Review of Deep Learning and Compressed Sensing Integration.
ArXiv
02/01/2025 Authors: Safari M; Eidex Z; Chang C-W; Qiu RLJ; Yang X -
Respiration-Induced Organ Motion Compensation: A Review.
Ann Biomed Eng Volume: 53 Page(s): 271 - 283
02/01/2025 Authors: Wilcox S; Huang Z; Shah J; Yang X; Chen Y -
Deep learning based apparent diffusion coefficient map generation from multi-parametric MR images for patients with diffuse gliomas.
Med Phys Volume: 52 Page(s): 847 - 855
02/01/2025 Authors: Eidex Z; Safari M; Wynne J; Qiu RLJ; Wang T; Viar-Hernandez D; Shu H-K; Mao H; Yang X -
Cross-shaped windows transformer with self-supervised pretraining for clinically significant prostate cancer detection in bi-parametric MRI.
Med Phys Volume: 52 Page(s): 993 - 1004
02/01/2025 Authors: Li Y; Wynne J; Wang J; Qiu RLJ; Roper J; Pan S; Jani AB; Liu T; Patel PR; Mao H -
Evaluating the Efficacy and Safety of Stereotactic Arrhythmia Radioablation in Ventricular Tachycardia: A Comprehensive Systematic Review and Meta-Analysis.
ArXiv
01/31/2025 Authors: Shah KD; Chang C-W; Tian S; Patel P; Qiu R; Roper J; Zhou J; Tian Z; Yang X -
Exploration of an adaptive proton therapy strategy using CBCT with the concept of digital twins.
Phys Med Biol Volume: 70
01/17/2025 Authors: Chang C-W; Tian Z; Qiu RLJ; Scott Mcginnis H; Bohannon D; Patel P; Wang Y; Yu DS; Patel SA; Zhou J -
Using a patient-specific diffusion model to generate CBCT-based synthetic CTs for CBCT-guided adaptive radiotherapy.
Med Phys Volume: 52 Page(s): 471 - 480
01/01/2025 Authors: Chen X; Qiu RLJ; Wang T; Chang C-W; Chen X; Shelton JW; Kesarwala AH; Yang X -
Machine learning in image-based outcome prediction after radiotherapy: A review.
J Appl Clin Med Phys Volume: 26 Page(s): e14559
01/01/2025 Authors: Yuan X; Ma C; Hu M; Qiu RLJ; Salari E; Martini R; Yang X -
Photon-Counting CT in Cancer Radiotherapy: Technological Advances and Clinical Benefits.
ArXiv
12/04/2024 Authors: Shah KD; Zhou J; Roper J; Dhabaan A; Al-Hallaq H; Pourmorteza A; Yang X -
Feasibility study of modularized pin ridge filter implementation in proton FLASH planning for liver stereotactic ablative body radiotherapy.
Phys Med Biol Volume: 69
12/03/2024 Authors: Ma C; Yang X; Setianegara J; Wang Y; Gao Y; Yu D; Patel P; Zhou J -
Metal-Free CO Prodrugs Activated by Molecular Oxygen Protect against Doxorubicin-Induced Cardiomyopathy in Mice.
J Med Chem Volume: 67 Page(s): 18981 - 18992
11/14/2024 Authors: Yang X; Lu W; Alves de Souza RW; Mao Q; Baram D; Tripathi R; Wang G; Otterbein LE; Wang B -
CBCT-based synthetic CT image generation using a diffusion model for CBCT-guided lung radiotherapy.
Med Phys Volume: 51 Page(s): 8168 - 8178
11/01/2024 Authors: Chen X; Qiu RLJ; Peng J; Shelton JW; Chang C-W; Yang X; Kesarwala AH -
Artificial intelligence-based motion tracking in cancer radiotherapy: A review.
J Appl Clin Med Phys Volume: 25 Page(s): e14500
11/01/2024 Authors: Salari E; Wang J; Wynne JF; Chang C-W; Wu Y; Yang X -
Prediction of early recurrence of adult-type diffuse gliomas following radiotherapy using multi-modal magnetic resonance images.
Med Phys Volume: 51 Page(s): 8638 - 8648
11/01/2024 Authors: Salari E; Chen X; Wynne JF; Qiu RLJ; Roper J; Shu H-K; Yang X -
Patient-Specific CBCT Synthesis for Real-time Tumor Tracking in Surface-guided Radiotherapy.
ArXiv
11/01/2024 Authors: Pan S; Su V; Peng J; Li J; Gao Y; Chang C-W; Wang T; Tian Z; Yang X -
Exploring dual energy CT synthesis in CBCT-based adaptive radiotherapy and proton therapy: application of denoising diffusion probabilistic models.
Phys Med Biol Volume: 69
10/18/2024 Authors: Viar-Hernandez D; Manuel Molina-Maza J; Pan S; Salari E; Chang C-W; Eidex Z; Zhou J; Antonio Vera-Sanchez J; Rodriguez-Vila B; Malpica N -
A Review of Artificial Intelligence in Brachytherapy.
ArXiv
09/25/2024 Authors: Chen J; Qiu RLJ; Wang T; Momin S; Yang X -
Radiomic Analysis of Treatment Effect for Patients with Radiation Necrosis Treated with Pentoxifylline and Vitamin E.
Tomography Volume: 10 Page(s): 1501 - 1512
09/09/2024 Authors: Patel JS; Salari E; Chen X; Switchenko J; Eaton BR; Zhong J; Yang X; Shu H-KG; Sudmeier LJ -
CT-based synthetic iodine map generation using conditional denoising diffusion probabilistic model.
Med Phys Volume: 51 Page(s): 6246 - 6258
09/01/2024 Authors: Gao Y; Xie H; Chang C-W; Peng J; Pan S; Qiu RLJ; Wang T; Ghavidel B; Roper J; Zhou J -
Image-domain material decomposition for dual-energy CT using unsupervised learning with data-fidelity loss.
Med Phys Volume: 51 Page(s): 6185 - 6195
09/01/2024 Authors: Peng J; Chang C-W; Xie H; Qiu RLJ; Roper J; Wang T; Ghavidel B; Tang X; Yang X -
Diffeomorphic transformer-based abdomen MRI-CT deformable image registration.
Med Phys Volume: 51 Page(s): 6176 - 6184
09/01/2024 Authors: Lei Y; Matkovic LA; Roper J; Wang T; Zhou J; Ghavidel B; McDonald M; Patel P; Yang X -
CT-based synthetic contrast-enhanced dual-energy CT generation using conditional denoising diffusion probabilistic model.
Phys Med Biol Volume: 69
08/02/2024 Authors: Gao Y; Qiu RLJ; Xie H; Chang C-W; Wang T; Ghavidel B; Roper J; Zhou J; Yang X -
Full-dose whole-body PET synthesis from low-dose PET using high-efficiency denoising diffusion probabilistic model: PET consistency model.
Med Phys Volume: 51 Page(s): 5468 - 5478
08/01/2024 Authors: Pan S; Abouei E; Peng J; Qian J; Wynne JF; Wang T; Chang C-W; Roper J; Nye JA; Mao H -
MRI-based prostate cancer classification using 3D efficient capsule network.
Med Phys Volume: 51 Page(s): 4748 - 4758
07/01/2024 Authors: Li Y; Wynne J; Wang J; Roper J; Chang C-W; Patel AB; Shelton J; Liu T; Mao H; Yang X -
Unsupervised Bayesian Generation of Synthetic CT from CBCT Using Patient-Specific Score-Based Prior.
06/21/2024 Authors: Peng J; Gao Y; Chang C-W; Qiu R; Wang T; Kesarwala A; Yang K; Scott J; Yu D; Yang X -
High-resolution 3T to 7T ADC map synthesis with a hybrid CNN-transformer model.
Med Phys Volume: 51 Page(s): 4380 - 4388
06/01/2024 Authors: Eidex Z; Wang J; Safari M; Elder E; Wynne J; Wang T; Shu H-K; Mao H; Yang X -
Unsupervised MRI motion artifact disentanglement: introducing MAUDGAN.
Phys Med Biol Volume: 69
05/30/2024 Authors: Safari M; Yang X; Chang C-W; Qiu RLJ; Fatemi A; Archambault L -
Cardiac MRI segmentation using shifted-window multilayer perceptron mixer networks.
Phys Med Biol Volume: 69
05/30/2024 Authors: Abouei E; Pan S; Hu M; Kesarwala AH; Qiu RLJ; Zhou J; Roper J; Yang X -
MRI-only based material mass density and relative stopping power estimation via deep learning for proton therapy: a preliminary study.
Sci Rep Volume: 14 Page(s): 11166
05/15/2024 Authors: Gao Y; Chang C-W; Mandava S; Marants R; Scholey JE; Goette M; Lei Y; Mao H; Bradley JD; Liu T -
Diffeomorphic Transformer-based Abdomen MRI-CT Deformable Image Registration.
05/04/2024 Authors: Lei Y; Matkovic LA; Roper J; Wang T; Zhou J; Ghavidel B; McDonald M; Patel P; Yang X -
Diffeomorphic Transformer-based Abdomen MRI-CT Deformable Image
Registration
05/04/2024 Authors: Lei Y; Matkovic LA; Roper J; Wang T; Zhou J; Ghavidel B; McDonald M; Patel P; Yang X -
Advancing medical imaging with language models: featuring a spotlight on ChatGPT.
Phys Med Biol Volume: 69
05/03/2024 Authors: Hu M; Qian J; Pan S; Li Y; Qiu RLJ; Yang X -
NRG Oncology Assessment of Artificial Intelligence Deep Learning-Based Auto-segmentation for Radiation Therapy: Current Developments, Clinical Considerations, and Future Directions.
Int J Radiat Oncol Biol Phys Volume: 119 Page(s): 261 - 280
05/01/2024 Authors: Rong Y; Chen Q; Fu Y; Yang X; Al-Hallaq HA; Wu QJ; Yuan L; Xiao Y; Cai B; Latifi K -
A retrospective study on the investigation of potential dosimetric benefits of online adaptive proton therapy for head and neck cancer.
J Appl Clin Med Phys Volume: 25 Page(s): e14308
05/01/2024 Authors: Chang C-W; Bohannon D; Tian Z; Wang Y; Mcdonald MW; Yu DS; Liu T; Zhou J; Yang X -
Fast MRI Reconstruction Using Deep Learning-based Compressed Sensing: A Systematic Review.
04/30/2024 Authors: Safari M; Eidex Z; Chang C-W; Qiu RLJ; Yang X -
Take CT, get PET free: AI-powered breakthrough in lung cancer diagnosis and prognosis.
Cell Rep Med Volume: 5 Page(s): 101486
04/16/2024 Authors: Wang T; Yang X -
Hemodynamic property incorporated brain tumor segmentation by deep learning and density-based analysis of dynamic susceptibility contrast-enhanced magnetic resonance imaging (MRI).
Quant Imaging Med Surg Volume: 14 Page(s): 2774 - 2787
04/03/2024 Authors: Tang L; Wu T; Hu R; Gu Q; Yang X; Mao H -
MRI motion artifact reduction using a conditional diffusion probabilistic model (MAR-CDPM).
Med Phys Volume: 51 Page(s): 2598 - 2610
04/01/2024 Authors: Safari M; Yang X; Fatemi A; Archambault L -
Streamlined pin-ridge-filter design for single-energy proton FLASH planning.
Med Phys Volume: 51 Page(s): 2955 - 2966
04/01/2024 Authors: Ma C; Zhou J; Chang C-W; Wang Y; Patel PR; Yu DS; Tian S; Yang X -
Total scalp irradiation: A study comparing multiple types of bolus and VMAT optimization techniques.
J Appl Clin Med Phys Volume: 25 Page(s): e14260
04/01/2024 Authors: Davis TM; Luca K; Sudmeier LJ; Buchwald ZS; Khan MK; Yang X; Schreibmann E; Zhang J; Roper J -
Synthetic CT generation from MRI using 3D transformer-based denoising diffusion model.
Med Phys Volume: 51 Page(s): 2538 - 2548
04/01/2024 Authors: Pan S; Abouei E; Wynne J; Chang C-W; Wang T; Qiu RLJ; Li Y; Peng J; Roper J; Patel P -
Robust explanation supervision for false positive reduction in pulmonary nodule detection.
Med Phys Volume: 51 Page(s): 1687 - 1701
03/01/2024 Authors: Zhao Q; Chang C-W; Yang X; Zhao L -
Intraoperative radiation therapy with 50kV x-rays: A multi-institutional review.
J Appl Clin Med Phys Volume: 25 Page(s): e14272
03/01/2024 Authors: Sethi A; Gros S; Brodin P; Ghavidel B; Chai X; Popovic M; Tom WA; Trichter S; Yang X; Zhang H -
SAMHD1 expression contributes to doxorubicin resistance and predicts survival outcomes in diffuse large B-cell lymphoma patients.
NAR Cancer Volume: 6 Page(s): zcae007
03/01/2024 Authors: Daddacha W; Monroe D; Schlafstein AJ; Withers AE; Thompson EB; Danelia D; Luong NC; Sesay F; Rath SK; Usoro ER -
CBCT-Based synthetic CT image generation using conditional denoising diffusion probabilistic model.
Med Phys Volume: 51 Page(s): 1847 - 1859
03/01/2024 Authors: Peng J; Qiu RLJ; Wynne JF; Chang C-W; Pan S; Wang T; Roper J; Liu T; Patel PR; Yu DS -
Deformable lung 4DCT image registration via landmark-driven cycle network.
Med Phys Volume: 51 Page(s): 1974 - 1984
03/01/2024 Authors: Matkovic L; Lei Y; Fu Y; Wang T; Kesarwala AH; Axente M; Roper J; Higgins K; Bradley JD; Liu T -
Segmentation of carotid artery vessel wall and diagnosis of carotid atherosclerosis on black blood magnetic resonance imaging with multi-task learning.
Med Phys Volume: 51 Page(s): 1775 - 1797
03/01/2024 Authors: Wu J; Xin J; Yang X; Matkovic LA; Zhao X; Zheng N; Li R -
Assessing Bilateral Neurovascular Bundles Function with Pulsed Wave
Doppler Ultrasound: Implications for Reducing Erectile Dysfunction Following
Prostate Radiotherapy
02/29/2024 Authors: Wang J; Yang X; Zhou B; Sohn J; Qiu R; Patel P; Jani AB; Liu T -
High-resolution MRI synthesis using a data-driven framework with denoising diffusion probabilistic modeling.
Phys Med Biol Volume: 69
02/05/2024 Authors: Chang C-W; Peng J; Safari M; Salari E; Pan S; Roper J; Qiu RLJ; Gao Y; Shu H-K; Mao H -
Deep learning in MRI-guided radiation therapy: A systematic review.
J Appl Clin Med Phys Volume: 25 Page(s): e14155
02/01/2024 Authors: Eidex Z; Ding Y; Wang J; Abouei E; Qiu RLJ; Liu T; Wang T; Yang X -
Deep learning-based synthetic dose-weighted LET map generation for intensity modulated proton therapy.
Phys Med Biol Volume: 69
01/05/2024 Authors: Gao Y; Chang C-W; Pan S; Peng J; Ma C; Patel P; Roper J; Zhou J; Yang X -
MGMT promoter methylation prediction based on multiparametric MRI via vision graph neural network.
J Med Imaging (Bellingham) Volume: 11 Page(s): 014503
01/01/2024 Authors: Hu M; Yang K; Wang J; Qiu RLJ; Roper J; Kahn S; Shu H-K; Yang X -
Deep learning-assisted lesion segmentation in PET/CT imaging: A feasibility study for salvage radiation therapy in prostate cancer.
Oncoscience Volume: 11 Page(s): 49 - 50
01/01/2024 Authors: Qiu RLJ; Chang C-W; Yang X -
Multimodal imaging-based material mass density estimation for proton therapy using supervised deep learning.
Br J Radiol Volume: 96 Page(s): 20220907
12/01/2023 Authors: Chang C-W; Marants R; Gao Y; Goette M; Scholey JE; Bradley JD; Liu T; Zhou J; Sudhyadhom A; Yang X -
Denoising magnetic resonance spectroscopy (MRS) data using stacked autoencoder for improving signal-to-noise ratio and speed of MRS.
Med Phys Volume: 50 Page(s): 7955 - 7966
12/01/2023 Authors: Wang J; Ji B; Lei Y; Liu T; Mao H; Yang X -
Hippocampus substructure segmentation using morphological vision transformer learning.
Phys Med Biol Volume: 68
12/01/2023 Authors: Lei Y; Ding Y; Qiu RLJ; Wang T; Roper J; Fu Y; Shu H-K; Mao H; Yang X -
High-resolution 3T to 7T MRI Synthesis with a Hybrid CNN-Transformer
Model
11/25/2023 Authors: Eidex Z; Wang J; Safari M; Elder E; Wynne J; Wang T; Shu H-K; Mao H; Yang X -
Rapid unpaired CBCT-based synthetic CT for CBCT-guided adaptive radiotherapy.
J Appl Clin Med Phys Volume: 24 Page(s): e14064
10/01/2023 Authors: Wynne JF; Lei Y; Pan S; Wang T; Pasha M; Luca K; Roper J; Patel P; Patel SA; Godette K -
An optimized framework for cone-beam computed tomography-based online evaluation for proton therapy.
Med Phys Volume: 50 Page(s): 5375 - 5386
09/01/2023 Authors: Chang C-W; Nilsson R; Andersson S; Bohannon D; Patel SA; Patel PR; Liu T; Yang X; Zhou J -
A novel direction modulated brachytherapy technique for urethra sparing in high-dose-rate brachytherapy of prostate cancer.
Radiother Oncol Volume: 186 Page(s): 109801
09/01/2023 Authors: Meftahi M; Qiu RLJ; Patel P; Song WY; Yang X -
Automatic segmentation of neurovascular bundle on mri using deep learning based topological modulated network.
Med Phys Volume: 50 Page(s): 5479 - 5488
09/01/2023 Authors: Lei Y; Wang T; Roper J; Tian S; Patel P; Bradley JD; Jani AB; Liu T; Yang X -
Deep learning-based fast volumetric imaging using kV and MV projection images for lung cancer radiotherapy: A feasibility study.
Med Phys Volume: 50 Page(s): 5518 - 5527
09/01/2023 Authors: Lei Y; Tian Z; Wang T; Roper J; Xie H; Kesarwala AH; Higgins K; Bradley JD; Liu T; Yang X -
One-step Iterative Estimation of Effective Atomic Number and Electron
Density for Dual Energy CT
08/02/2023 Authors: Wang Q; Xie H; Wang T; Roper J; Gao H; Tian Z; Tang X; Bradley JD; liu T; Yang X -
Deep Q-learning to globally optimize a k-D parameter search for medical imaging.
Quant Imaging Med Surg Volume: 13 Page(s): 4879 - 4896
08/01/2023 Authors: Zhang H; Liang S; Matkovic LA; Momin S; Wang K; Yang X; Insana MF -
Deep learning-based Fast Volumetric Image Generation for Image-guided Proton FLASH Radiotherapy.
07/26/2023 Authors: Chang C-W; Lei Y; Wang T; Tian S; Roper J; Lin L; Bradley J; Liu T; Zhou J; Yang X -
An Integrated Physical Optimization Framework for Proton Stereotactic Body Radiation Therapy FLASH Treatment Planning Allows Dose, Dose Rate, and Linear Energy Transfer Optimization Using Patient-Specific Ridge Filters.
Int J Radiat Oncol Biol Phys Volume: 116 Page(s): 949 - 959
07/15/2023 Authors: Liu R; Charyyev S; Wahl N; Liu W; Kang M; Zhou J; Yang X; Baltazar F; Palkowitsch M; Higgins K -
Measurement of the time structure of FLASH beams using prompt gamma rays and secondary neutrons as surrogates.
Volume: 68
07/12/2023 Authors: Charyyev S; Liu R; Yang X; Zhou J; Dhabaan A; Dynan WS; Oancea C; Lin L -
Plan Quality Analysis of Automated Treatment Planning Workflow With Commercial Auto-Segmentation Tools and Clinical Knowledge-Based Planning Models for Prostate Cancer.
Cureus Volume: 15 Page(s): e41260
07/01/2023 Authors: Adams J; Luca K; Yang X; Patel P; Jani A; Roper J; Zhang J -
Hippocampus Substructure Segmentation Using Morphological Vision Transformer Learning.
06/14/2023 Authors: Lei Y; Ding Y; Qiu RLJ; Wang T; Roper J; Fu Y; Shu H-K; Mao H; Yang X -
Feasibility study of hybrid inverse planning with transmission beams and single-energy spread-out Bragg peaks for proton FLASH radiotherapy.
Med Phys Volume: 50 Page(s): 3687 - 3700
06/01/2023 Authors: Ma C; Yang X; Chang C-W; Liu R; Bohannon D; Lin L; Liu T; Tian S; Zhou J -
Prediction of plan adaptation in head and neck cancer proton therapy using clinical, radiographic, and dosimetric features.
Acta Oncol Volume: 62 Page(s): 627 - 634
06/01/2023 Authors: Bohannon D; Janopaul-Naylor J; Rudra S; Yang X; Chang CW; Wang Y; Ma C; Patel SA; McDonald MW; Zhou J -
Ultrasound-Based Grading System for Radiation-Induced Acute Breast Toxicity.
J Ultrasound Med Volume: 42 Page(s): 1307 - 1317
06/01/2023 Authors: Wang J; Zhou B; Yang X; Tridandapani S; Lin J; Torres MA; Liu T -
Deep learning-based protoacoustic signal denoising for proton range verification.
Biomed Phys Eng Express Volume: 9
05/12/2023 Authors: Wang J; Sohn JJ; Lei Y; Nie W; Zhou J; Avery S; Liu T; Yang X -
2D medical image synthesis using transformer-based denoising diffusion probabilistic model.
Phys Med Biol Volume: 68
05/05/2023 Authors: Pan S; Wang T; Qiu RLJ; Axente M; Chang C-W; Peng J; Patel AB; Shelton J; Patel SA; Roper J -
Data-Driven Volumetric Image Generation from Surface Structures using a Patient-Specific Deep Leaning Model.
05/02/2023 Authors: Pan S; Chang C-W; Axente M; Wang T; Shelton J; Liu T; Roper J; Yang X -
Landmark tracking in liver US images using cascade convolutional neural networks with long short-term memory.
Meas Sci Technol Volume: 34 Page(s): 054002
05/01/2023 Authors: Zhang Y; Dai X; Tian Z; Lei Y; Wynne JF; Patel P; Chen Y; Liu T; Yang X -
Abdomen CT multi-organ segmentation using token-based MLP-Mixer.
Med Phys Volume: 50 Page(s): 3027 - 3038
05/01/2023 Authors: Pan S; Chang C-W; Wang T; Wynne J; Hu M; Lei Y; Liu T; Patel P; Roper J; Yang X -
Inter-fraction deformable image registration using unsupervised deep learning for CBCT-guided abdominal radiotherapy.
Phys Med Biol Volume: 68
04/13/2023 Authors: Xie H; Lei Y; Fu Y; Wang T; Roper J; Bradley JD; Patel P; Liu T; Yang X -
Deep Learning in MRI-guided Radiation Therapy: A Systematic Review.
03/30/2023 Authors: Eidex Z; Ding Y; Wang J; Abouei E; Qiu RLJ; Liu T; Wang T; Yang X -
Reinforcement learning in medical image analysis: Concepts, applications, challenges, and future directions.
J Appl Clin Med Phys Volume: 24 Page(s): e13898
02/01/2023 Authors: Hu M; Zhang J; Matkovic L; Liu T; Yang X -
A component method to delineate surgical spine implants for proton Monte Carlo dose calculation.
J Appl Clin Med Phys Volume: 24 Page(s): e13800
01/01/2023 Authors: Chang C-W; Charyyev S; Harms J; Slopsema R; Wolf J; Refai D; Yoon T; McDonald MW; Bradley JD; Leng S -
Automated lung tumor delineation on positron emission tomography/computed tomography via a hybrid regional network.
Med Phys Volume: 50 Page(s): 274 - 283
01/01/2023 Authors: Lei Y; Wang T; Jeong JJ; Janopaul-Naylor J; Kesarwala AH; Roper J; Tian S; Bradley JD; Liu T; Higgins K -
Ultrasound Histogram Assessment of Acute Breast Toxicity After Breast Cancer Radiation Therapy: A Prospective Longitudinal Study.
Ultrasound Med Biol Volume: 49 Page(s): 309 - 317
01/01/2023 Authors: Zhou B; Wang J; Yang X; Henry S; Lin JY; Torres MA; Liu T -
Early in vivo Radiation Damage Quantification for Pediatric Craniospinal Irradiation Using Longitudinal MRI for Intensity Modulated Proton Therapy.
Adv Radiat Oncol Volume: 8 Page(s): 101267
01/01/2023 Authors: Chang C-W; Goette M; Kadom N; Wang Y; Wynne J; Wang T; Liu T; Esiashvili N; Zhou J; Eaton BR -
Editorial: Machine learning-based adaptive radiotherapy treatments: From bench top to bedside.
Front Oncol Volume: 13 Page(s): 1188788
01/01/2023 Authors: Zhang J; Sheng Y; Roper J; Yang X -
Lesion segmentation on 18F-fluciclovine PET/CT images using deep learning.
Front Oncol Volume: 13 Page(s): 1274803
01/01/2023 Authors: Wang T; Lei Y; Schreibmann E; Roper J; Liu T; Schuster DM; Jani AB; Yang X -
Single energy CT-based mass density and relative stopping power estimation for proton therapy using deep learning method.
Front Oncol Volume: 13 Page(s): 1278180
01/01/2023 Authors: Gao Y; Chang C-W; Roper J; Axente M; Lei Y; Pan S; Bradley JD; Zhou J; Liu T; Yang X -
Deformable CT image registration via a dual feasible neural network.
Med Phys Volume: 49 Page(s): 7545 - 7554
12/01/2022 Authors: Lei Y; Fu Y; Tian Z; Wang T; Dai X; Roper J; Yu DS; McDonald M; Bradley JD; Liu T -
Validation of a deep learning-based material estimation model for Monte Carlo dose calculation in proton therapy.
Phys Med Biol Volume: 67
10/19/2022 Authors: Chang C-W; Zhou S; Gao Y; Lin L; Liu T; Bradley JD; Zhang T; Zhou J; Yang X -
Male pelvic multi-organ segmentation using token-based transformer Vnet.
Phys Med Biol Volume: 67
10/14/2022 Authors: Pan S; Lei Y; Wang T; Wynne J; Chang C-W; Roper J; Jani AB; Patel P; Bradley JD; Liu T -
A potential revolution in cancer treatment: A topical review of FLASH radiotherapy.
J Appl Clin Med Phys Volume: 23 Page(s): e13790
10/01/2022 Authors: Gao Y; Liu R; Chang C-W; Charyyev S; Zhou J; Bradley JD; Liu T; Yang X -
The viscoelastic characteristics of in-vitro carotid plaque by Kelvin-Voigt fractional derivative modeling.
J Biomech Volume: 141 Page(s): 111210
08/01/2022 Authors: Zhou Y; Song Y; Liu Z; Li W; Guo Y; Matkovic LA; Yang X; Ma R; Wan M; Ruan L -
MRI-based prostate and dominant lesion segmentation using cascaded scoring convolutional neural network.
Med Phys Volume: 49 Page(s): 5216 - 5224
08/01/2022 Authors: Eidex ZA; Wang T; Lei Y; Axente M; Akin-Akintayo OO; Ojo OAA; Akintayo AA; Roper J; Bradley JD; Liu T -
Deep Learning-Based Hippocampus Substructure Segmentation Using a Mutually Enhanced Strategy
Volume: 49 Page(s): E787 - E787
06/01/2022 Authors: Fu Y; Lei Y; Roper J; Wolf J; Bradley J; Liu T; Mao H; Yang X -
Multi-Domain Constraint Based Estimation of Effective Atomic Number and Electron Density for Dual Energy CT
Volume: 49 Page(s): E124 - E125
06/01/2022 Authors: Wang Q; Xie H; Chang C; Wang T; Roper J; Tang X; Bradley J; Liu T; Yang X -
Deep Learning-Based Fast Volumetric Imaging for Treatment Setup During Lung Radiotherapy
Volume: 49 Page(s): E604 - E605
06/01/2022 Authors: Lei Y; Axente M; Tian Z; Wang T; Roper J; Kesarwala A; Higgins K; Bradley J; Liu T; Yang X -
Ultrasound-Based Motion Tracking Using Hybrid Learning Network
Volume: 49 Page(s): E225 - E226
06/01/2022 Authors: Lei Y; Axente M; Dai X; Roper J; Dhabaan A; Chen Y; Bradley J; Liu T; Yang X -
Hippocampus Avoidance Whole Brain Volumetric Modulated Arc Therapy (VMAT) Using A Knowledge Based Treatment Planning Model
Volume: 49 Page(s): E785 - E785
06/01/2022 Authors: Fu Y; Wolf J; Zhang J; Roper J; Bradley J; Liu T; Yang X -
Deep Learning-Based Echocardiographic Image Segmentation for Ultrasound-Guided Cardiac Intervention
Volume: 49 Page(s): E443 - E443
06/01/2022 Authors: Lei Y; Axente M; Fu Y; Roper J; Bradley J; Liu T; Yang X -
Cardiac Substructures Specific Knowledge-Based Treatment Planning for Lung Radiotherapy
Volume: 49 Page(s): E119 - E119
06/01/2022 Authors: Momin S; Wolf J; Roper J; Lei Y; Lloyd M; Liu T; Bradley J; Higgins K; Yang X; Zhang J -
Deep-Learning-Based Automated HDR Applicator Digitization for GYN Brachytherapy
Volume: 49 Page(s): E819 - E819
06/01/2022 Authors: Momin S; Lei Y; Wang T; Axente M; Roper J; Shelton J; Bradley J; Liu T; Yang X -
A Feasibility Study of Ultrasound Assessment of Radiation-Induced Pneumonitis Following Lung Radiotherapy
Volume: 49 Page(s): E586 - E586
06/01/2022 Authors: Zhou B; Wang J; Lei Y; Higgins K; Bradley J; Zhang J; Zhou J; Roper J; Yang X; Liu T -
Clinical Implementation of Knowledge-Based Planning (KBP) Reduces Inter-Planner Variations for Prostate Cancer Treatments
Volume: 49 Page(s): E517 - E517
06/01/2022 Authors: Xie H; Roper J; Wolf J; Kayode O; Yang X; Liu T; Jani A; Bradley J; Zhang J -
Ultrasound Radiomics-Based Machine Learning to Evaluate Radiation-Induced Acute Breast Toxicity in Breast Radiotherapy
Volume: 49 Page(s): E587 - E587
06/01/2022 Authors: Wang J; Zhou B; Yang X; Lin J; Godette K; Kahn S; Torres M; Liu T -
Evaluation of Commercial AI Segmentation Software
Volume: 49 Page(s): E552 - E552
06/01/2022 Authors: Roper J; Wang T; Lei Y; Dresser S; Ghavidel B; Qiu L; Zhou J; Kayode O; Luca K; Bradley J -
Deformable CT Image Registration Using Unsupervised Deep Learning Networks
Volume: 49 Page(s): E527 - E527
06/01/2022 Authors: Lei Y; Fu Y; Tian Z; Wang T; Zhang J; Dai X; Zhou J; Roper J; McDonald M; Yu D -
DECT-Based Material Mass Density Mapping for Proton Monte Carlo Dose Calculation Using Physics-Informed Deep Learning
Volume: 49 Page(s): E526 - E527
06/01/2022 Authors: Chang C; Gao Y; Wang T; Lei Y; Wang Q; Bradley J; Liu T; Lin L; Zhou J; Yang X -
Cascaded Learning-Based Cone Beam CT Head-And-Neck Multi-Organ Segmentation
Volume: 49 Page(s): E551 - E552
06/01/2022 Authors: Lei Y; Dai X; Tian Z; Wang T; Zhou J; Roper J; Ghavidel B; McDonald M; Yu D; Bradley J -
Synthesizing Iodine Map From Non-Contrast Enhanced CT Via Deep-Learning Network
Volume: 49 Page(s): E606 - E606
06/01/2022 Authors: Xie H; Lei Y; Wang T; Roper J; Ghavidel B; McDonald M; Yu D; Tang X; Bradley J; Liu T -
CT-Guided and Sparsity-Constrained Multi-Material Decomposition for Dual Energy CBCT
Volume: 49 Page(s): E609 - E609
06/01/2022 Authors: Wang Q; Xie H; Wang T; Roper J; Tang X; Bradley J; Liu T; Yang X -
Benchmarking Publicly Available Knowledge-Based Planning Models with An In-House Trained Model
Volume: 49 Page(s): E368 - E368
06/01/2022 Authors: Zhang J; Wolf J; Luca K; Kayode O; Bradley J; Yang X; Liu T; Roper J -
Deep Learning-Based Contrast Enhanced Dual-Energy CT Imaging From Non-Enhanced Single-Energy CT
Volume: 49 Page(s): E181 - E182
06/01/2022 Authors: Xie H; Lei Y; Wang T; Roper J; Ghavidel B; McDonald M; Yu D; Tang X; Bradley J; Liu T -
Realtime Volumetric Image for Target Localization During Proton FLASH Radiotherapy
Volume: 49 Page(s): E489 - E489
06/01/2022 Authors: Chang C; Lei Y; Wang T; Zhou J; Lin L; Roper J; Higgins K; Liu T; Bradley J; Yang X -
Multi-Organ Segmentation On Female Pelvic CT Images Using Hierarchical Target Activation Network
Volume: 49 Page(s): E795 - E796
06/01/2022 Authors: Wang T; Lei Y; Roper J; Shelton J; Liu T; Yang X -
Artificial Intelligence in Quantitative Ultrasound Imaging: A Survey.
J Ultrasound Med Volume: 41 Page(s): 1329 - 1342
06/01/2022 Authors: Zhou B; Yang X; Curran WJ; Liu T -
Pulsed Wave Doppler Parameters of Bilateral Neurovascular Bundles in Patients Receiving Prostate Radiotherapy
Volume: 49 Page(s): E469 - E469
06/01/2022 Authors: Zhou B; Yang X; Wang J; Janopaul-naylor J; Patel P; Jani A; Liu T -
Deep Reinforcement Learning Based Intelligent Virtual Planner of Gamma Knife Radiosurgery for Vestibular Schwannoma
Volume: 49 Page(s): E360 - E360
06/01/2022 Authors: Liu Y; Shen C; Wang T; Zhang J; Yang X; Liu T; Kahn S; Shu H; Tian Z -
A Practical Approach to Transmission and Dosimetric Leaf Gap Selectionfor Two Identical Linacs for Stereotactic Radiosurgery Treatments
Volume: 49 Page(s): E783 - E783
06/01/2022 Authors: Xie H; Elder E; Ghavidel B; Charyyev S; Liu R; Liu Y; Zhang J; Luca K; Godette K; Yang X -
Deep-Learning-Based Lesion Segmentation On 18F-Fluciclovine PET/CT
Volume: 49 Page(s): E795 - E795
06/01/2022 Authors: Wang T; Lei Y; Schreibmann E; Roper J; Schuster D; Liu T; Jani A; Yang X -
Validation of a CBCT-Based Online Evaluation Workflow for Proton Therapy
Volume: 49 Page(s): E871 - E871
06/01/2022 Authors: Chang C; Nilsson R; Andersson S; Bohannon D; Lin L; Patel S; Patel P; Langen K; Bradley J; Liu T -
Physics-Informed Deep Learning for Accurate Material Density Map Generation Using MRI and DECT
Volume: 49 Page(s): E499 - E499
06/01/2022 Authors: Chang C; Marants R; Gao Y; Goette M; Scholey J; Bradley J; Liu T; Zhou J; Sudhyadhom A; Yang X -
Daily Coverage Assessment Using Deep Learning Generated Synthetic CT for Lung SBRT Patients
Volume: 49 Page(s): E730 - E731
06/01/2022 Authors: Qiu R; Lei Y; Shelton J; Higgins K; Bradley J; Curran W; Liu T; Kesarwala A; Yang X -
Cross-Comparison of Multi-Platform AI Auto-Segmentation Tools Using Independent Multi-Institutional Datasets for Head and Neck Cancer
Volume: 49 Page(s): E781 - E781
06/01/2022 Authors: Rong Y; Chen Q; Yuan L; Qi X; Latifi K; Yang X; Cai B; Al-Hallaq H; Wu Q; Xiao Y -
Acute Breast Toxicity Evaluations with a Breast Ultrasound Scoring Scheme
Volume: 49 Page(s): E981 - E982
06/01/2022 Authors: Wang J; Zhou B; Yang X; Lin J; Godette K; Kahn S; Torres M; Liu T -
An Independent Evaluation of Six Commercially Available Deep Learning-Based Auto Segmentation Platforms Using Large Multi- Institutional Datasets
Volume: 49 Page(s): E403 - E403
06/01/2022 Authors: Yuan L; Chen Q; Rong Y; Al-Hallaq H; Benedict S; Cai B; Wu Q; Latifi K; Xiao Y; Yang X -
Development of a Proton SBRT FLASH Treatment Technique with Dose, Dose Rate, and LET Optimization Using Patient Specific 3D Ridge Filters
Volume: 49 Page(s): E429 - E429
06/01/2022 Authors: Liu R; Charyyev S; Wahl N; Liu W; Zhou J; Yang X; Dynan W; Kang M; Higgins K; Bradley J -
Feasibility of Combining Transmission Beams and Spread-Out Single-Energy Bragg Peaks for Proton FLASH Radiotherapy
Volume: 49 Page(s): E427 - E428
06/01/2022 Authors: Ma C; Yang X; Liu R; Lin L; Bohannon D; Liu T; Bradley J; Zhou J -
Predictive Maintenance Model for Early Detection of Plan Adaptation in Proton Head and Neck Treatment
Volume: 49 Page(s): E710 - E710
06/01/2022 Authors: Bohannon D; Chang C; Janopaul-naylor J; Ma C; Diamond Z; Lin L; Bradley J; Liu T; Yang X; McDonald M -
Dual-energy CT based mass density and relative stopping power estimation for proton therapy using physics-informed deep learning.
Phys Med Biol Volume: 67
05/26/2022 Authors: Chang C-W; Gao Y; Wang T; Lei Y; Wang Q; Pan S; Sudhyadhom A; Bradley JD; Liu T; Lin L -
Mutual enhancing learning-based automatic segmentation of CT cardiac substructure.
Phys Med Biol Volume: 67
05/11/2022 Authors: Momin S; Lei Y; McCall NS; Zhang J; Roper J; Harms J; Tian S; Lloyd MS; Liu T; Bradley JD -
Magnetic resonance imaging contrast enhancement synthesis using cascade networks with local supervision.
Med Phys Volume: 49 Page(s): 3278 - 3287
05/01/2022 Authors: Xie H; Lei Y; Wang T; Roper J; Axente M; Bradley JD; Liu T; Yang X -
Automatic inverse treatment planning of Gamma Knife radiosurgery via deep reinforcement learning.
Med Phys Volume: 49 Page(s): 2877 - 2889
05/01/2022 Authors: Liu Y; Shen C; Wang T; Zhang J; Yang X; Liu T; Kahn S; Shu H-K; Tian Z -
Onboard cone-beam CT-based replan evaluation for head and neck proton therapy.
J Appl Clin Med Phys Volume: 23 Page(s): e13550
05/01/2022 Authors: Stanforth A; Lin L; Beitler JJ; Janopaul-Naylor JR; Chang C-W; Press RH; Patel SA; Zhao J; Eaton B; Schreibmann EE -
Cascaded mutual enhancing networks for brain tumor subregion segmentation in multiparametric MRI.
Phys Med Biol Volume: 67
04/11/2022 Authors: Momin S; Lei Y; Tian Z; Roper J; Lin J; Kahn S; Shu H-K; Bradley J; Liu T; Yang X -
Technical note: Determining the applicability of a clinical knowledge-based learning model via prospective outlier detection.
Med Phys Volume: 49 Page(s): 2193 - 2202
04/01/2022 Authors: Zhang J; Sheng Y; Wolf J; Kayode O; Bradley J; Ge Y; Wu QJ; Yang X; Liu T; Roper J -
Review of Machine Learning in Lung Ultrasound in COVID-19 Pandemic.
J Imaging Volume: 8
03/05/2022 Authors: Wang J; Yang X; Zhou B; Sohn JJ; Zhou J; Jacob JT; Higgins KA; Bradley JD; Liu T -
Artificial Intelligence in Radiation Therapy.
IEEE Trans Radiat Plasma Med Sci Volume: 6 Page(s): 158 - 181
02/01/2022 Authors: Fu Y; Zhang H; Morris ED; Glide-Hurst CK; Pai S; Traverso A; Wee L; Hadzic I; Lnne P-I; Shen C -
Multi-organ auto-delineation in head-and-neck MRI for radiation therapy using regional convolutional neural network.
Phys Med Biol Volume: 67
01/21/2022 Authors: Dai X; Lei Y; Wang T; Zhou J; Rudra S; McDonald M; Curran WJ; Liu T; Yang X -
Synthesizing high-resolution magnetic resonance imaging using parallel cycle-consistent generative adversarial networks for fast magnetic resonance imaging.
Med Phys Volume: 49 Page(s): 357 - 369
01/01/2022 Authors: Xie H; Lei Y; Wang T; Roper J; Dhabaan AH; Bradley JD; Liu T; Mao H; Yang X -
Dosimetric Uncertainties in Dominant Intraprostatic Lesion Simultaneous Boost Using Intensity Modulated Proton Therapy.
Adv Radiat Oncol Volume: 7 Page(s): 100826
01/01/2022 Authors: Zhou J; Yang X; Chang C-W; Tian S; Wang T; Lin L; Wang Y; Janopaul-Naylor JR; Patel P; Demoor JD -
Longitudinal Changes in U.S. Parameters of Neurovascular Bundles Suggest Mechanism for Radiation-Induced Erectile Dysfunction.
Adv Radiat Oncol Volume: 7 Page(s): 100946
01/01/2022 Authors: Janopaul-Naylor JR; Liu T; Zhou B; Yang X; McCall NS; Patel PR; Mehta A; Nour SG; Jani AB -
Learning-based synthetic dual energy CT imaging from single energy CT for stopping power ratio calculation in proton radiation therapy.
Br J Radiol Volume: 95 Page(s): 20210644
01/01/2022 Authors: Charyyev S; Wang T; Lei Y; Ghavidel B; Beitler JJ; McDonald M; Curran WJ; Liu T; Zhou J; Yang X -
Enhanced cardiac substructure sparing through knowledge-based treatment planning for non-small cell lung cancer radiotherapy.
Front Oncol Volume: 12 Page(s): 1055428
01/01/2022 Authors: Momin S; Wolf J; Roper J; Lei Y; Liu T; Bradley JD; Higgins K; Yang X; Zhang J -
Prostate and dominant intraprostatic lesion segmentation on PET/CT using cascaded regional-net.
Phys Med Biol Volume: 66
12/07/2021 Authors: Matkovic LA; Wang T; Lei Y; Akin-Akintayo OO; Abiodun Ojo OA; Akintayo AA; Roper J; Bradley JD; Liu T; Schuster DM -
MRI classification using semantic random forest with auto-context model.
Quant Imaging Med Surg Volume: 11 Page(s): 4753 - 4766
12/01/2021 Authors: Lei Y; Wang T; Dong X; Tian S; Liu Y; Mao H; Curran WJ; Shu H-K; Liu T; Yang X -
Deep learning-based motion tracking using ultrasound images.
Med Phys Volume: 48 Page(s): 7747 - 7756
12/01/2021 Authors: Dai X; Lei Y; Roper J; Chen Y; Bradley JD; Curran WJ; Liu T; Yang X -
Cone Beam CT-Based Online Evaluation in Two Minutes Using a Commercial Treatment Planning Software for Proton Therapy
Volume: 111 Page(s): E153 - E153
11/01/2021 Authors: Zhou J; Nilsson R; Andersson S; Patel SA; Yang X; Lin L; Rudra S; Patel PR; Eaton BR; Bradley JD -
Dosimetric and Clinical Features Associated with Replan in Proton Head and Neck Therapy
Volume: 111 Page(s): E147 - E148
11/01/2021 Authors: Bohannon D; Janopaul-Naylor J; Rudra S; Bates JE; Yang X; Demoor J; Elder E; Wang CK; Wang Y; Eaton BR -
Utilizing Biology-Guided Radiotherapy for Coronary Artery Avoidance During Free-Breathing External Beam Radiation Delivery
Volume: 111 Page(s): E542 - E543
11/01/2021 Authors: Oderinde OM; Cornwell T; Owens M; Tian S; Yang X; Higgins KA; Da Silva A; Shirvani SM -
Dosimetric Comparison of Single-Isocenter and MultipleIsocenter Techniques for Two-Lesion Lung SBRT Using the RefleXion High-Speed Ring-Gantry System
Volume: 111 Page(s): E139 - E140
11/01/2021 Authors: Oderinde OM; Voronenko Y; Tian S; Yang X; Higgins KA; Da Silva A; Shirvani SM -
Unsupervised Learning-Based CBCT-CT Deformable Image Registration for CBCT-Guided Abdominal Radiotherapy.
Volume: 111 Page(s): e535 - e536
11/01/2021 Authors: Yang X; Fu Y; Lei Y; Wang T; Wynne JF; Roper JR; Tian Z; Dhabaan AH; Lin JY; Patel PR -
Learning-Based Prostate Needle Position Prediction for HDR Brachytherapy.
Int J Radiat Oncol Biol Phys Volume: 111 Page(s): e290 - e291
11/01/2021 Authors: Patel PR; Lei Y; Wang T; Fu Y; Roper JR; Jani A; Bradley JD; Liu T; Yang X -
Self-Supervised Learning-Based High-Resolution Ultrasound Imaging for Prostate Brachytherapy.
Volume: 111 Page(s): e119 - e120
11/01/2021 Authors: Yang X; Lei Y; Dai X; Wang T; Lin JY; Axente M; Roper JR; Bradley JD; Jani A; Patel PR -
A Pilot Study of Hypofractionated Simultaneous Integrated Boost Radiotherapy in Stage 0-IIIB Breast Cancer Patients
Volume: 111 Page(s): E201 - E202
11/01/2021 Authors: Lin JY; Yang X; Miller AH; Godette KD; Kahn ST; Brown G; Green I; Henry S; Liu T; Torres M -
Cone Beam CT-Based Online Evaluation in Two Minutes Using a Commercial Treatment Planning Software for Proton Therapy.
Volume: 111 Page(s): e153
11/01/2021 Authors: Zhou J; Nilsson R; Andersson S; Patel SA; Yang X; Lin L; Rudra S; Patel PR; Eaton BR; Bradley JD -
Deep-Learning-Based Multi-Organ Auto-Segmentation on 3D Transrectal Ultrasound for Ultrasound-Guided Prostate Brachytherapy.
Int J Radiat Oncol Biol Phys Volume: 111 Page(s): e119
11/01/2021 Authors: Yang X; Lei Y; Wang T; Roper JR; Patel SA; Jani A; Bradley JD; Patel PR; Liu T -
A Pilot Study of Hypofractionated Simultaneous Integrated Boost Radiotherapy in Stage 0-IIIB Breast Cancer Patients.
Int J Radiat Oncol Biol Phys Volume: 111 Page(s): e201 - e202
11/01/2021 Authors: Lin JY; Yang X; Miller AH; Godette KD; Kahn ST; Brown G; Green I; Henry S; Liu T; Torres M -
Dosimetric and Clinical Features Associated with Replan in Proton Head and Neck Therapy.
Volume: 111 Page(s): e147 - e148
11/01/2021 Authors: Bohannon D; Janopaul-Naylor J; Rudra S; Bates JE; Yang X; Demoor J; Elder E; Wang CK; Wang Y; Eaton BR -
Lung tumor segmentation in 4D CT images using motion convolutional neural networks.
Med Phys Volume: 48 Page(s): 7141 - 7153
11/01/2021 Authors: Momin S; Lei Y; Tian Z; Wang T; Roper J; Kesarwala AH; Higgins K; Bradley JD; Liu T; Yang X -
Catheter position prediction using deep-learning-based multi-atlas registration for high-dose rate prostate brachytherapy.
Med Phys Volume: 48 Page(s): 7261 - 7270
11/01/2021 Authors: Lei Y; Wang T; Fu Y; Roper J; Jani AB; Liu T; Patel P; Yang X -
Synthetic CT-aided multiorgan segmentation for CBCT-guided adaptive pancreatic radiotherapy.
Med Phys Volume: 48 Page(s): 7063 - 7073
11/01/2021 Authors: Dai X; Lei Y; Wynne J; Janopaul-Naylor J; Wang T; Roper J; Curran WJ; Liu T; Patel P; Yang X -
Utilizing Biology-Guided Radiotherapy for Coronary Artery Avoidance During Free-Breathing External Beam Radiation Delivery.
Int J Radiat Oncol Biol Phys Volume: 111 Page(s): e542 - e543
11/01/2021 Authors: Oderinde OM; Cornwell T; Owens M; Tian S; Yang X; Higgins KA; Da Silva A; Shirvani SM -
Feasibility of Using FDG in the Stereotactic Ablative Setting for Tracked Dose Delivery With BgRT: Results from a Prospective Study of Serial Inter-Fraction PET/CTs.
Int J Radiat Oncol Biol Phys Volume: 111 Page(s): S97
11/01/2021 Authors: Da Silva A; Olcott P; Tian S; Yang X; Sethi I; Shirvani SM; Mazin S; Owonikoko TK; Bradley JD; Schuster DM -
Dosimetric Comparison of Single-Isocenter and Multiple-Isocenter Techniques for Two-Lesion Lung SBRT Using the RefleXion High-Speed Ring-Gantry System.
Int J Radiat Oncol Biol Phys Volume: 111 Page(s): e139 - e140
11/01/2021 Authors: Oderinde OM; Voronenko Y; Tian S; Yang X; Higgins KA; Da Silva A; Shirvani SM -
Deep learning-based thoracic CBCT correction with histogram matching.
Biomed Phys Eng Express Volume: 7
10/29/2021 Authors: Qiu RLJ; Lei Y; Shelton J; Higgins K; Bradley JD; Curran WJ; Liu T; Kesarwala AH; Yang X -
Automated delineation of head and neck organs at risk using synthetic MRI-aided mask scoring regional convolutional neural network.
Med Phys Volume: 48 Page(s): 5862 - 5873
10/01/2021 Authors: Dai X; Lei Y; Wang T; Zhou J; Roper J; McDonald M; Beitler JJ; Curran WJ; Liu T; Yang X -
On the Conditioning of Spectral Channelization (Energy Binning) and Its Impact on Multi-Material Decomposition Based Spectral Imaging in Photon-Counting CT.
IEEE Trans Biomed Eng Volume: 68 Page(s): 2678 - 2688
09/01/2021 Authors: Ren Y; Xie H; Long W; Yang X; Tang X -
The use of deep-learning based CBCT segmentation in adaptive radiotherapy
Volume: 161 Page(s): S364 - S365
08/01/2021 Authors: Yang X; Lei Y; Roper J; Patel P; Jani A; Bradley J; Liu T -
Knowledge-based radiation treatment planning: A data-driven method survey.
J Appl Clin Med Phys Volume: 22 Page(s): 16 - 44
08/01/2021 Authors: Momin S; Fu Y; Lei Y; Roper J; Bradley JD; Curran WJ; Liu T; Yang X -
Fully automated segmentation of brain tumor from multiparametric MRI using 3D context deep supervised U-Net.
Med Phys Volume: 48 Page(s): 4365 - 4374
08/01/2021 Authors: Lin M; Momin S; Lei Y; Wang H; Curran WJ; Liu T; Yang X -
High through-plane resolution CT imaging with self-supervised deep learning.
Phys Med Biol Volume: 66
07/14/2021 Authors: Xie H; Lei Y; Wang T; Tian Z; Roper J; Bradley JD; Curran WJ; Tang X; Liu T; Yang X -
Artificial intelligence in tumor subregion analysis based on medical imaging: A review.
J Appl Clin Med Phys Volume: 22 Page(s): 10 - 26
07/01/2021 Authors: Lin M; Wynne JF; Zhou B; Wang T; Lei Y; Curran WJ; Liu T; Yang X -
Self-supervised learning for accelerated 3D high-resolution ultrasound imaging.
Med Phys Volume: 48 Page(s): 3916 - 3926
07/01/2021 Authors: Dai X; Lei Y; Wang T; Axente M; Xu D; Patel P; Jani AB; Curran WJ; Liu T; Yang X -
Learning-based dose prediction for pancreatic stereotactic body radiation therapy using dual pyramid adversarial network.
Phys Med Biol Volume: 66
06/21/2021 Authors: Momin S; Lei Y; Wang T; Zhang J; Roper J; Bradley JD; Curran WJ; Patel P; Liu T; Yang X -
Spatial Transformation Network-Based MRI-CBCT Deformable Registration for CBCT-Guided Prostate Radiotherapy
Volume: 48
06/01/2021 Authors: Momin S; Lei Y; Wang T; Fu Y; Roper J; Patel P; Jani A; Bradley J; Liu T; Yang X -
CBCT-Based Prostate and Organs-At-Risk Segmentation Using Deep Attention Network
Volume: 48
06/01/2021 Authors: Fu Y; Lei Y; Wang T; Tian S; Roper J; Patel P; Jani A; Bradley J; Liu T; Yang X -
Knowledge-Based HDR Catheter Position for Prostate Brachytherapy
Volume: 48
06/01/2021 Authors: Wang T; Lei Y; Fu Y; Roper J; Jani A; Bradley J; Liu T; Patel P; Yang X -
An Unsupervised Ultrasound Liver Motion Tracking Using Deep Convolutional Neural Network
Volume: 48
06/01/2021 Authors: Lei Y; Dai X; Momin S; Roper J; Schreibmann E; Patel P; Bradley J; Liu T; Yang X -
A Deep Learning-Based Framework for Dose Prediction of Pancreatic Stereotactic Body Radiation Therapy
Volume: 48
06/01/2021 Authors: Momin S; Lei Y; Wang T; Zhang J; Roper J; Bradley J; Liu T; Patel P; Yang X -
AI in Image Guided Radiation Therapy
Volume: 48
06/01/2021 Authors: Yang X; Chen G; Ren L; Yang X; Nguyen D -
Patient-Specific Deep Learning-Based Self-High-Resolution for MR Imaging
Volume: 48
06/01/2021 Authors: Lei Y; Roper J; Schreibmann E; Mao H; Bradley J; Liu T; Yang X -
Rapid Organ-At-Risk Delineation in Pancreatic CBCT for CBCT-Guided Adaptive Radiotherapy
Volume: 48
06/01/2021 Authors: Dai X; Lei Y; Janopaul-naylor J; Wynne J; Wang T; Zhou J; Roper J; Bradley J; Patel P; Liu T -
Influence of Loss Functions on Accuracy of Deep Learning Based Dose Distribution Prediction for Intensity Modulated Proton Radiation Therapy
Volume: 48
06/01/2021 Authors: Momin S; Harms J; Lei Y; Charyyev S; Zhou J; Roper J; Bradley J; Liu T; Yang X -
A Novel Component Method to Delineate Surgical Spine Implants for Proton Monte Carlo Dose Calculation
Volume: 48
06/01/2021 Authors: Chang C; Charyyev S; Harms J; Slopsema R; Wolf J; Refai D; Yoon T; McDonald M; Bradley J; Leng S -
Feasibility of 3D Printed Ridge Filter to Enable SBRT FLASH Therapy Using Scanning Proton Beam
Volume: 48
06/01/2021 Authors: Liu R; Charyyev S; Zhou J; Yang X; Liu T; McDonald M; Higgins K; Bradley J; Lin L -
Learning-Based Multiscale Self-Similarity Descriptors for Non-Rigid MRI-CT Liver Image Registration
Volume: 48
06/01/2021 Authors: Fu Y; Lei Y; Wang T; Zhou J; McDonald M; Bradley J; Patel P; Liu T; Yang X -
Deformable MRI-CT Image Registration Using Self-Similarity Network for Head and Neck Cancer Radiotherapy
Volume: 48
06/01/2021 Authors: Fu Y; Lei Y; Wang T; Zhou J; McDonald M; Bradley J; Liu T; Yang X -
Knowledge-Based Cardiac Sparing Treatment Planning for Lung Radiotherapy
Volume: 48
06/01/2021 Authors: Harms J; Zhang J; Kayode O; Wolf J; Tian S; McCall N; Higgins K; Castillo R; Yang X -
Synthetic MRI-Aided Delineation of Organs at Risk in Head-And-Neck Radiotherapy
Volume: 48
06/01/2021 Authors: Dai X; Lei Y; Wang T; Zhou J; Roper J; McDonald M; Beitler J; Bradley J; Liu T; Yang X -
Capturing Head-And-Neck Planning Trends with a Knowledge-Based Tradeoff Model
Volume: 48
06/01/2021 Authors: Zhang J; Sheng Y; Ge Y; Tian Z; Yang X; Liu T; Wu J -
Synthetic Dual-Energy CT for MRI-Based Proton Therapy Treatment Planning Using Label-GAN
Volume: 48
06/01/2021 Authors: Liu R; Lei Y; Wang T; Zhou J; Roper J; Lin L; McDonald M; Bradley J; Liu T; Yang X -
Automatic CT-Only Multi-Organ Segmentation for CT-On-Rails-Based Prostate Adaptive Radiotherapy
Volume: 48
06/01/2021 Authors: Liu Y; Lei Y; Wang T; Fu Y; Patel P; Jani A; Bradley J; Liu T; Yang X -
Synthetic Contrast MR Image Generation Using Deep Learning
Volume: 48
06/01/2021 Authors: Liu Y; Wang T; Lei Y; Roper J; Bradley J; Liu T; Yang X -
High-Resolution Ultrasound Imaging Through Self-Supervised Learning
Volume: 48
06/01/2021 Authors: Dai X; Lei Y; Wang T; Axente M; Roper J; Xu D; Lin J; Bradley J; Liu T; Yang X -
Characterization of Single-Dose Radiotherapy (SDRT) Performance in a New High-Speed Ring Gantry-Based LINAC System
Volume: 48
06/01/2021 Authors: Oderinde OM; Khan S; Da Silva A; Tian S; Yang X; Higgins K; Shirvani SM; Kuduvalli G -
Deep Learning-Based Real-Time Volumetric Imaging Using Single CBCT Projections
Volume: 48
06/01/2021 Authors: Lei Y; Tian Z; Wang T; Roper J; Kesarwala A; Schreibmann E; Higgins K; Bradley J; Liu T; Yang X -
An Effective Deep Learning Framework for Lung Tumor Segmentation in 4D-CT
Volume: 48
06/01/2021 Authors: Momin S; Lei Y; Tian Z; Wang T; Roper J; Kesarwala A; Higgins K; Bradley J; Liu T; Yang X -
Thoracic CBCT-Based Synthetic CT for Lung Stereotactic Body Radiation Therapy
Volume: 48
06/01/2021 Authors: Lei Y; Qiu L; Kesarwala A; Roper J; Higgins K; Bradley J; Liu T; Yang X -
Head and Neck Multi-Organ Segmentation on Dual-Energy CT Using Dual Pyramid Convolutional Neural Networks
Volume: 48
06/01/2021 Authors: Wang T; Lei Y; Roper J; Ghavidel B; Beitler J; McDonald M; Bradley J; Liu T; Yang X -
Ultrasound Histogram Assessment of Radiation-Induced Breast Toxicity in Breast Cancer Radiotherapy: A Longitudinal Study of Acute Toxicity
Volume: 48
06/01/2021 Authors: Zhou B; Yang X; Lin J; Kahn S; Godette K; Torres M; Liu T -
Self-Supervised Learning Based CT Imaging with High Through-Plane Resolution
Volume: 48
06/01/2021 Authors: Xie H; Lei Y; Wang T; Tian Z; Roper J; Bradley J; Tang X; Liu T; Yang X -
Male pelvic multi-organ segmentation on transrectal ultrasound using anchor-free mask CNN.
Med Phys Volume: 48 Page(s): 3055 - 3064
06/01/2021 Authors: Lei Y; Wang T; Roper J; Jani AB; Patel SA; Curran WJ; Patel P; Liu T; Yang X -
Automatic quantification of myocardium and pericardial fat from coronary computed tomography angiography: a multicenter study.
Eur Radiol Volume: 31 Page(s): 3826 - 3836
06/01/2021 Authors: He X; Guo BJ; Lei Y; Wang T; Curran WJ; Liu T; Zhang LJ; Yang X -
Automatic delineation of cardiac substructures using a region-based fully convolutional network.
Med Phys Volume: 48 Page(s): 2867 - 2876
06/01/2021 Authors: Harms J; Lei Y; Tian S; McCall NS; Higgins KA; Bradley JD; Curran WJ; Liu T; Yang X -
Head and neck multi-organ segmentation on dual-energy CT using dual pyramid convolutional neural networks.
Phys Med Biol Volume: 66
05/20/2021 Authors: Wang T; Lei Y; Roper J; Ghavidel B; Beitler JJ; McDonald M; Curran WJ; Liu T; Yang X -
Echocardiographic image multi-structure segmentation using Cardiac-SegNet.
Med Phys Volume: 48 Page(s): 2426 - 2437
05/01/2021 Authors: Lei Y; Fu Y; Roper J; Higgins K; Bradley JD; Curran WJ; Liu T; Yang X -
A review of deep learning based methods for medical image multi-organ segmentation.
Phys Med Volume: 85 Page(s): 107 - 122
05/01/2021 Authors: Fu Y; Lei Y; Wang T; Curran WJ; Liu T; Yang X -
High-frequencyultrasound inclinicaldermatology: a review.
Ultrasound J Volume: 13 Page(s): 24
04/20/2021 Authors: Levy J; Barrett DL; Harris N; Jeong JJ; Yang X; Chen SC -
Male pelvic CT multi-organ segmentation using synthetic MRI-aided dual pyramid networks.
Phys Med Biol Volume: 66
04/16/2021 Authors: Lei Y; Wang T; Tian S; Fu Y; Patel P; Jani AB; Curran WJ; Liu T; Yang X -
Synthetic dual-energy CT for MRI-only based proton therapy treatment planning using label-GAN.
Phys Med Biol Volume: 66 Page(s): 065014
03/09/2021 Authors: Liu R; Lei Y; Wang T; Zhou J; Roper J; Lin L; McDonald MW; Bradley JD; Curran WJ; Liu T -
Principal Component Analysis in Projection and Image Domains-Another Form of Spectral Imaging in Photon-Counting CT.
IEEE Trans Biomed Eng Volume: 68 Page(s): 1074 - 1083
03/01/2021 Authors: Xie H; Ren Y; Long W; Yang X; Tang X -
Head-and-neck organs-at-risk auto-delineation using dual pyramid networks for CBCT-guided adaptive radiotherapy.
Phys Med Biol Volume: 66 Page(s): 045021
02/11/2021 Authors: Dai X; Lei Y; Wang T; Dhabaan AH; McDonald M; Beitler JJ; Curran WJ; Zhou J; Liu T; Yang X -
A novel proton counting detector and method for the validation of tissue and implant material maps for Monte Carlo dose calculation.
Phys Med Biol Volume: 66 Page(s): 045003
02/02/2021 Authors: Charyyev S; Chang C-W; Harms J; Oancea C; Yoon ST; Yang X; Zhang T; Zhou J; Lin L -
Learning-Based Stopping Power Mapping on Dual-Energy CT for Proton Radiation Therapy.
Int J Part Ther Volume: 7 Page(s): 46 - 60
01/01/2021 Authors: Wang T; Lei Y; Harms J; Ghavidel B; Lin L; Beitler JJ; McDonald M; Curran WJ; Liu T; Zhou J -
Implementation of a Knowledge-Based Treatment Planning Model for Cardiac-Sparing Lung Radiation Therapy.
Adv Radiat Oncol Volume: 6 Page(s): 100745
01/01/2021 Authors: Harms J; Zhang J; Kayode O; Wolf J; Tian S; McCall N; Higgins KA; Castillo R; Yang X -
Biomechanically constrained non-rigid MR-TRUS prostate registration using deep learning based 3D point cloud matching.
Med Image Anal Volume: 67 Page(s): 101845
01/01/2021 Authors: Fu Y; Lei Y; Wang T; Patel P; Jani AB; Mao H; Curran WJ; Liu T; Yang X -
Breast tumor segmentation in 3D automatic breast ultrasound using Mask scoring R-CNN.
Med Phys Volume: 48 Page(s): 204 - 214
01/01/2021 Authors: Lei Y; He X; Yao J; Wang T; Wang L; Li W; Curran WJ; Liu T; Xu D; Yang X -
Deformable MR-CBCT prostate registration using biomechanically constrained deep learning networks.
Med Phys Volume: 48 Page(s): 253 - 263
01/01/2021 Authors: Fu Y; Wang T; Lei Y; Patel P; Jani AB; Curran WJ; Liu T; Yang X -
A review on medical imaging synthesis using deep learning and its clinical applications.
J Appl Clin Med Phys Volume: 22 Page(s): 11 - 36
01/01/2021 Authors: Wang T; Lei Y; Fu Y; Wynne JF; Curran WJ; Liu T; Yang X -
Deep learning-based real-time volumetric imaging for lung stereotactic body radiation therapy: a proof of concept study.
Phys Med Biol Volume: 65 Page(s): 235003
12/18/2020 Authors: Lei Y; Tian Z; Wang T; Higgins K; Bradley JD; Curran WJ; Liu T; Yang X -
Multimodal MRI synthesis using unified generative adversarial networks.
Med Phys Volume: 47 Page(s): 6343 - 6354
12/01/2020 Authors: Dai X; Lei Y; Fu Y; Curran WJ; Liu T; Mao H; Yang X -
Intensity non-uniformity correction in MR imaging using residual cycle generative adversarial network.
Phys Med Biol Volume: 65 Page(s): 215025
11/27/2020 Authors: Dai X; Lei Y; Liu Y; Wang T; Ren L; Curran WJ; Patel P; Liu T; Yang X -
Synthetic CT-aided Online CBCT Multi-Organ Segmentation for CBCT-guided Adaptive Radiotherapy of Pancreatic Cancer
Volume: 108 Page(s): S7 - S8
11/01/2020 Authors: Janopaul-Naylor J; Lei Y; Liu Y; Wang T; Curran WJ; Liu T; Patel PR; Yang X -
Learning-based Real-time Patient-specific Volumetric Imaging for Lung Stereotactic Body Radiation Therapy
Volume: 108 Page(s): E345 - E346
11/01/2020 Authors: Yang X; Lei Y; Tian Z; Roper JR; Wang T; Higgins KA; Shelton JW; Bradley JD; Curran WJ; Liu T -
4D CT Deformable Registration Using Unsupervised Deep Learning for Lung Stereotactic Body Radiation Therapy
Volume: 108 Page(s): E342 - E343
11/01/2020 Authors: Yang X; Fu Y; Lei Y; Tian Z; Wang T; Higgins KA; Shelton JW; Bradley JD; Curran WJ; Liu T -
Online Prediction of Dosimetric Changes in Dominant Intraprostatic Lesion Simultaneous Boost Using Intensity Modulated Proton Therapy
Volume: 108 Page(s): S170 - S171
11/01/2020 Authors: Zhou J; Tian S; Patel SA; Janopaul-Naylor J; Chang CW; Lin L; Jung J; Bohannon D; Demoor J; Godette KD -
Simultaneous Integrated Boost of Lung Tumors in the Stereotactic Ablative Setting using BgRT Tracked Delivery
Volume: 108 Page(s): E306 - E306
11/01/2020 Authors: Olcott P; Shirvani SM; Tian S; Sethi I; Yang X; Da Silva A; Huntzinger C; Mazin S; Owonikoko TK; Schuster DM -
Increased 18F-FDG Metabolic Activity during Lung SBRT Predicts Risk of Disease Progression: Results from a Prospective Study of Serial Inter-Fraction PET/CTs
Volume: 108 Page(s): S59 - S60
11/01/2020 Authors: Tian S; Switchenko J; Yang X; Sethi I; Da Silva A; Huntzinger C; Shirvani S; Owonikoko TK; Schuster DM; Curran WJ -
Evaluation of a Multiresolution-Level Inverse Planning Algorithm for Non-invasive Radiosurgery for Vestibular Schwannoma
Volume: 108 Page(s): E273 - E274
11/01/2020 Authors: Tian Z; Wang T; Giles M; Butker EK; Walb M; Yang X; Liu T; Kahn ST -
Synthetic MRI-aided Multi-Organ CT Segmentation for Head and Neck Radiotherapy Treatment Planning
Volume: 108 Page(s): E341 - E341
11/01/2020 Authors: Yang X; Lei Y; Liu Y; Wang T; Zhou J; Jiang X; McDonald MW; Beitler JJ; Curran WJ; Liu T -
Ultrasound Elastography for Lung Disease Assessment.
IEEE Trans Ultrason Ferroelectr Freq Control Volume: 67 Page(s): 2249 - 2257
11/01/2020 Authors: Zhou B; Yang X; Zhang X; Curran WJ; Liu T -
Thyroid gland delineation in noncontrast-enhanced CT using deep convolutional neural networks.
Phys Med Biol
10/28/2020 Authors: He X; Guo B; Lei Y; Tian S; Wang T; Curran WJ; Zhang L; Liu T; Yang X -
Deep learning in medical image registration: a review.
Phys Med Biol Volume: 65 Page(s): 20TR01
10/22/2020 Authors: Fu Y; Lei Y; Wang T; Curran WJ; Liu T; Yang X -
Automatic multi-needle localization in ultrasound images using large margin mask RCNN for ultrasound-guided prostate brachytherapy.
Phys Med Biol Volume: 65 Page(s): 205003
10/09/2020 Authors: Zhang Y; Tian Z; Lei Y; Wang T; Patel P; Jani AB; Curran WJ; Liu T; Yang X -
Synthetic MRI-aided Head-and-Neck Organs-at-Risk Auto-Delineation for
CBCT-guided Adaptive Radiotherapy
10/08/2020 Authors: Dai X; Lei Y; Wang T; Dhabaan AH; McDonald M; Beitler JJ; Curran WJ; Zhou J; Liu T; Yang X -
An institutional study on plan quality and variation of manual forward
planning for Gamma Knife radiosurgery for vestibular schwannoma
09/14/2020 Authors: Tian Z; Wang T; Yang X; Giles MD; Butker E; Walb MC; Liu T; Kahn S -
A plan quality control method of treatment planning for Gamma Knife
radiosurgery
09/14/2020 Authors: Wang T; Giles MD; Butker E; Walb MC; Yang X; Liu T; Kahn S; Tian Z -
Head and neck multi-organ auto-segmentation on CT images aided by synthetic MRI.
Med Phys Volume: 47 Page(s): 4294 - 4302
09/01/2020 Authors: Liu Y; Lei Y; Fu Y; Wang T; Zhou J; Jiang X; McDonald M; Beitler JJ; Curran WJ; Liu T -
CT-based multi-organ segmentation using a 3D self-attention U-net network for pancreatic radiotherapy.
Med Phys Volume: 47 Page(s): 4316 - 4324
09/01/2020 Authors: Liu Y; Lei Y; Fu Y; Wang T; Tang X; Jiang X; Curran WJ; Liu T; Patel P; Yang X -
Cone-beam CT-derived relative stopping power map generation via deep learning for proton radiotherapy.
Med Phys Volume: 47 Page(s): 4416 - 4427
09/01/2020 Authors: Harms J; Lei Y; Wang T; McDonald M; Ghavidel B; Stokes W; Curran WJ; Zhou J; Liu T; Yang X -
Automatic multi-catheter detection using deeply supervised convolutional neural network in MRI-guided HDR prostate brachytherapy.
Med Phys Volume: 47 Page(s): 4115 - 4124
09/01/2020 Authors: Dai X; Lei Y; Zhang Y; Qiu RLJ; Wang T; Dresser SA; Curran WJ; Patel P; Liu T; Yang X -
Machine learning in quantitative PET: A review of attenuation correction and low-count image reconstruction methods.
Phys Med Volume: 76 Page(s): 294 - 306
08/01/2020 Authors: Wang T; Lei Y; Fu Y; Curran WJ; Liu T; Nye JA; Yang X -
Pelvic multi-organ segmentation on cone-beam CT for prostate adaptive radiotherapy.
Med Phys Volume: 47 Page(s): 3415 - 3422
08/01/2020 Authors: Fu Y; Lei Y; Wang T; Tian S; Patel P; Jani AB; Curran WJ; Liu T; Yang X -
Multi-needle Localization with Attention U-Net in US-guided HDR Prostate Brachytherapy.
Med Phys Volume: 47 Page(s): 2735 - 2745
07/01/2020 Authors: Zhang Y; Lei Y; Qiu RLJ; Wang T; Wang H; Jani AB; Curran WJ; Patel P; Liu T; Yang X -
Multi-Needle Detection in 3D Ultrasound Images Using Unsupervised Order-Graph Regularized Sparse Dictionary Learning.
IEEE Trans Med Imaging Volume: 39 Page(s): 2302 - 2315
07/01/2020 Authors: Zhang Y; He X; Tian Z; Jeong JJ; Lei Y; Wang T; Zeng Q; Jani AB; Curran WJ; Patel P -
Label-driven magnetic resonance imaging (MRI)-transrectal ultrasound (TRUS) registration using weakly supervised learning for MRI-guided prostate radiotherapy.
Phys Med Biol Volume: 65 Page(s): 135002
06/26/2020 Authors: Zeng Q; Fu Y; Tian Z; Lei Y; Zhang Y; Wang T; Mao H; Liu T; Curran WJ; Jani AB -
CBCT-based synthetic CT generation using deep-attention cycleGAN for pancreatic adaptive radiotherapy.
Med Phys Volume: 47 Page(s): 2472 - 2483
06/01/2020 Authors: Liu Y; Lei Y; Wang T; Fu Y; Tang X; Curran WJ; Liu T; Patel P; Yang X -
A learning-based automatic segmentation and quantification method on left ventricle in gated myocardial perfusion SPECT imaging: A feasibility study.
J Nucl Cardiol Volume: 27 Page(s): 976 - 987
06/01/2020 Authors: Wang T; Lei Y; Tang H; He Z; Castillo R; Wang C; Li D; Higgins K; Liu T; Curran WJ -
Automatic CBCT-Based Multi-Organ Segmentation Using Deep-Learning for Pancreatic Adaptive Radiotherapy
Volume: 47 Page(s): E265 - E265
06/01/2020 Authors: Liu Y; Lei Y; Janopaul-naylor J; Harms J; Wang T; Curran W; Patel P; Liu T; Yang X -
MRI Multi-Needle Reconstruction Using Deep Learning for MRI-Guided Prostate Cancer Brachytherapy
Volume: 47 Page(s): E366 - E367
06/01/2020 Authors: Dai X; Lei Y; Zhang Y; Qiu L; Wang T; Curran W; Patel P; Liu T; Yang X -
Prediction of Dosimetric Variation in Dominant Intraprostatic Lesion with Simultaneous Integrated Boost for Pencil Beam Proton Therapy
Volume: 47 Page(s): E434 - E434
06/01/2020 Authors: Chang C; Bohannon D; Stiles K; Stanforth A; Tian S; Wang Y; Lin L; Patel P; Liu T; Yang X -
Multi-Organ Segmentation in Head-And-Neck CT Using Mask Scoring Regional Convolutional Neural Network (MS-RCNN)
Volume: 47 Page(s): E302 - E302
06/01/2020 Authors: Dai X; Lei Y; Liu Y; Wang T; Jiang X; Beitler J; Curran W; Liu T; Yang X -
Energy Layer Filtering and Splitting in Breath Sampled Re-Painting for Lung SBRT Using Pencil Beam Scanning Proton Beams
Volume: 47 Page(s): E764 - E765
06/01/2020 Authors: Stiles K; Chang C; Stanforth A; Wang Y; Demoor J; Higgins K; McDonald M; Bradley J; Liu T; Yang X -
A Patient-Specific Deep-Self-Supervised High-Resolution Method for CT Imaging
Volume: 47 Page(s): E572 - E572
06/01/2020 Authors: Lei Y; Fu Y; Wang T; Curran W; Liu T; Yang X -
Real-Time Patient-Specific Volumetric Imaging for Lung Stereotactic Body Radiation Therapy Via InferGAN with Perceptual Supervision
Volume: 47 Page(s): E361 - E361
06/01/2020 Authors: Lei Y; Tian Z; Wang T; Roper J; Higgins K; Bradley J; Curran W; Liu T; Yang X -
Synthetic Dual Energy CT Images From Single Energy CT Image for Proton Radiotherapy
Volume: 47 Page(s): E378 - E379
06/01/2020 Authors: Charyyev S; Wang T; Lei Y; Ghavidel BB; Beitler J; McDonald M; Curran W; Liu T; Zhou J; Yang X -
A Preliminary Study On Quality Control for Treatment Planning of Gamma Knife Radiosurgery for Vestibular Schwannoma
Volume: 47 Page(s): E688 - E688
06/01/2020 Authors: Tian Z; Wang T; Yang X; Giles D; Butker E; Walb M; Curran W; Kahn S; Liu T -
Noise Reduction of Proton-Acoustic Signal for Proton Range Verification Using Stacked Auto-Encoder (SAE)
Volume: 47 Page(s): E340 - E340
06/01/2020 Authors: Sohn J; Lei Y; Nie W; Avery S; Yang X; Liu T -
Multiresolution-Level Inverse Planning for Gamma Knife Radiosurgery for Vestibular Schwannoma
Volume: 47 Page(s): E318 - E318
06/01/2020 Authors: Tian Z; Yang X; Giles D; Wang T; Butker E; Walb M; Curran W; Kahn S; Liu T -
Deep-Learning Based Auto-Detection of Brain Metastases for Stereotactic Radiosurgery
Volume: 47 Page(s): E368 - E368
06/01/2020 Authors: Tian Z; Lei Y; Kahn S; Curran W; Liu T; Yang X -
Attention-Based Mask Regional Convolutional Neural Network for Delineation of Multiple Organs in Head-And-Neck MRI
Volume: 47 Page(s): E409 - E409
06/01/2020 Authors: Dai X; Lei Y; Fu Y; Wang T; Zhou J; McDonald M; Curran W; Liu T; Yang X -
Deep Learning Augmented Proton Portal Imaging: A Phantom Study
Volume: 47 Page(s): E417 - E417
06/01/2020 Authors: Charyyev S; Lei Y; Harms J; Eaton B; McDonald M; Curran W; Liu T; Zhou J; Zhang R; Yang X -
Derivation of Photon Cross Section Coefficients of Virtual Monoenergetic CT Images for Radiotherapy Treatment Planning
Volume: 47 Page(s): E599 - E599
06/01/2020 Authors: Harms J; Chang C; Charyyev S; Zhou J; Yang X; Lin L -
Timing Features of 4D Detector and Pencil Beam Scanning Proton Therapy Can Improve WET Map Accuracy with Deep CNN
Volume: 47 Page(s): E866 - E866
06/01/2020 Authors: Chang C; Zhou S; Zhou J; Yang X; Zhang T; Lin L -
Fast Monte Carlo Dose Estimation for Proton Therapy Using a Dual-Pyramid Deep Learning Framework
Volume: 47 Page(s): E780 - E781
06/01/2020 Authors: Harms J; Lei Y; Charyyev S; Stanforth A; Zhou J; Lin L; Curran W; Liu T; Yang X -
Voxel-Specific Characterization of An Anthropomorphic Phantom as the Ultimate Ground Truth to Evaluate the Accuracy of Various Imaging Methods of Proton Therapy
Volume: 47 Page(s): E880 - E880
06/01/2020 Authors: Chang C; Harms J; Charyyev S; Zhou J; Yang X; Lin L -
Breast cancer patient reported outcomes, depression, and objective measures of breast cosmesis.
Volume: 38
05/20/2020 Authors: McManus S; Lin JY; Bhave MA; Brown G; Green I; Yang X; Liu T; Miller AH; Torres MA -
Automatic segmentation and quantification of epicardial adipose tissue from coronary computed tomography angiography.
Phys Med Biol Volume: 65 Page(s): 095012
05/11/2020 Authors: He X; Guo BJ; Lei Y; Wang T; Fu Y; Curran WJ; Zhang LJ; Liu T; Yang X -
PET Attenuation Correction Using MRI-aided Two-Stream Pyramid Attention Network
Volume: 61
05/01/2020 Authors: Yang X; Lei Y; Wang T; Fu Y; Kesarwala A; Liu T; Higgins K; Curran W; Nye J; Mao H -
High quality proton portal imaging using deep learning for proton radiation therapy: a phantom study.
Biomed Phys Eng Express Volume: 6 Page(s): 035029
04/27/2020 Authors: Charyyev S; Lei Y; Harms J; Eaton B; McDonald M; Curran WJ; Liu T; Zhou J; Zhang R; Yang X -
Medical Imaging Synthesis using Deep Learning and its Clinical
Applications: A Review
04/21/2020 Authors: Wang T; Lei Y; Fu Y; Curran WJ; Liu T; Yang X -
4D-CT deformable image registration using multiscale unsupervised deep learning.
Phys Med Biol Volume: 65 Page(s): 085003
04/20/2020 Authors: Lei Y; Fu Y; Wang T; Liu Y; Patel P; Curran WJ; Liu T; Yang X -
A preliminary study on a multiresolution-level inverse planning approach for Gamma Knife radiosurgery.
Med Phys Volume: 47 Page(s): 1523 - 1532
04/01/2020 Authors: Tian Z; Yang X; Giles M; Wang T; Gao H; Butker E; Liu T; Kahn S -
Automated left ventricular myocardium segmentation using 3D deeply supervised attention U-net for coronary computed tomography angiography; CT myocardium segmentation.
Med Phys Volume: 47 Page(s): 1775 - 1785
04/01/2020 Authors: Jun Guo B; He X; Lei Y; Harms J; Wang T; Curran WJ; Liu T; Jiang Zhang L; Yang X -
LungRegNet: An unsupervised deformable image registration method for 4D-CT lung.
Med Phys Volume: 47 Page(s): 1763 - 1774
04/01/2020 Authors: Fu Y; Lei Y; Wang T; Higgins K; Bradley JD; Curran WJ; Liu T; Yang X -
Deep learning-based attenuation correction in the absence of structural information for whole-body positron emission tomography imaging.
Phys Med Biol Volume: 65 Page(s): 055011
03/02/2020 Authors: Dong X; Lei Y; Wang T; Higgins K; Liu T; Curran WJ; Mao H; Nye JA; Yang X -
A planning study of focal dose escalations to multiparametric MRI-defined dominant intraprostatic lesions in prostate proton radiation therapy.
Br J Radiol Volume: 93 Page(s): 20190845
03/01/2020 Authors: Wang T; Zhou J; Tian S; Wang Y; Patel P; Jani AB; Langen KM; Curran WJ; Liu T; Yang X -
Male pelvic multi-organ segmentation aided by CBCT-based synthetic MRI.
Phys Med Biol Volume: 65 Page(s): 035013
02/04/2020 Authors: Lei Y; Wang T; Tian S; Dong X; Jani AB; Schuster D; Curran WJ; Patel P; Liu T; Yang X -
Impact of Regional Nodal Irradiation and Hypofractionated Whole-Breast Radiation on Long-Term Breast Retraction and Poor Cosmetic Outcome in Breast Cancer Survivors.
Clin Breast Cancer Volume: 20 Page(s): e75 - e81
02/01/2020 Authors: Wang D; Yang X; He J; Lin J; Henry S; Brown G; Chu L; Godette KD; Kahn ST; Liu T -
CT prostate segmentation based on synthetic MRI-aided deep attention fully convolution network.
Med Phys Volume: 47 Page(s): 530 - 540
02/01/2020 Authors: Lei Y; Dong X; Tian Z; Liu Y; Tian S; Wang T; Jiang X; Patel P; Jani AB; Mao H -
Deep Learning in Multi-organ Segmentation
01/28/2020 Authors: Lei Y; Fu Y; Wang T; Qiu RLJ; Curran WJ; Liu T; Yang X -
Machine Learning in Quantitative PET Imaging
01/17/2020 Authors: Wang T; Lei Y; Fu Y; Curran WJ; Liu T; Yang X -
Analytical Low-Dose CBCT Reconstruction Using Non-local Total Variation Regularization for Image Guided Radiation Therapy.
Front Oncol Volume: 10 Page(s): 242
01/01/2020 Authors: Sohn JJ; Kim C; Kim DH; Lee S-R; Zhou J; Yang X; Liu T -
Radiomics analysis using contrast-enhanced CT for preoperative prediction of occult peritoneal metastasis in advanced gastric cancer.
Eur Radiol Volume: 30 Page(s): 239 - 246
01/01/2020 Authors: Liu S; He J; Liu S; Ji C; Guan W; Chen L; Guan Y; Yang X; Zhou Z -
Strain elastography as an early predictor of long-term prognosis in patients with locally advanced cervical cancers treated with concurrent chemoradiotherapy.
Eur Radiol Volume: 30 Page(s): 471 - 481
01/01/2020 Authors: Xu Y; Zhu L; Zhu L; Wang H; Ru T; Liu B; He J; Tian S; Zhou Z; Yang X -
Deep morphology aided diagnosis network for segmentation of carotid artery vessel wall and diagnosis of carotid atherosclerosis on black-blood vessel wall MRI.
Med Phys Volume: 46 Page(s): 5544 - 5561
12/01/2019 Authors: Wu J; Xin J; Yang X; Sun J; Xu D; Zheng N; Yuan C -
Full axillary lymph node dissection and increased breast epidermal thickness 1 year after radiation therapy for breast cancer.
J Surg Oncol Volume: 120 Page(s): 1397 - 1403
12/01/2019 Authors: Lin JY; Yang X; Serra M; Miller AH; Godette KD; Kahn ST; Henry S; Brown G; Liu T; Torres MA -
Synthetic MRI-aided multi-organ segmentation on male pelvic CT using cycle consistent deep attention network.
Radiother Oncol Volume: 141 Page(s): 192 - 199
12/01/2019 Authors: Dong X; Lei Y; Tian S; Wang T; Patel P; Curran WJ; Jani AB; Liu T; Yang X -
Air, bone and soft-tissue Segmentation on 3D brain MRI Using Semantic
Classification Random Forest with Auto-Context Model
11/20/2019 Authors: Dong X; Lei Y; Tian S; Liu Y; Wang T; Liu T; Curran WJ; Mao H; Shu H-K; Yang X -
Synthetic CT generation from non-attenuation corrected PET images for whole-body PET imaging.
Phys Med Biol Volume: 64 Page(s): 215016
11/04/2019 Authors: Dong X; Wang T; Lei Y; Higgins K; Liu T; Curran WJ; Mao H; Nye JA; Yang X -
Whole-body PET estimation from low count statistics using cycle-consistent generative adversarial networks.
Phys Med Biol Volume: 64 Page(s): 215017
11/04/2019 Authors: Lei Y; Dong X; Wang T; Higgins K; Liu T; Curran WJ; Mao H; Nye JA; Yang X -
Evaluation of a deep learning-based pelvic synthetic CT generation technique for MRI-based prostate proton treatment planning.
Phys Med Biol Volume: 64 Page(s): 205022
10/21/2019 Authors: Liu Y; Lei Y; Wang Y; Shafai-Erfani G; Wang T; Tian S; Patel P; Jani AB; McDonald M; Curran WJ -
Radiomics in Cancer Radiotherapy: a Review
10/04/2019 Authors: Jeong J; Ali A; Liu T; Mao H; Curran WJ; Yang X -
Inter-Fraction Variability of 18-FDG PET During Lung SBRT and the Effect of Systemic and Immunotherapy: Results of a Prospective Pilot Study
Volume: 14 Page(s): S607 - S608
10/01/2019 Authors: Tian S; Switchenko J; Sethi I; Yang X; Da Silva A; Owonikoko T; Schuster D; Curran W; Higgins K -
Deep learning-based image quality improvement for low-dose computed tomography simulation in radiation therapy.
J Med Imaging (Bellingham) Volume: 6 Page(s): 043504
10/01/2019 Authors: Wang T; Lei Y; Tian Z; Dong X; Liu Y; Jiang X; Curran WJ; Liu T; Shu H-K; Yang X -
Paired cycle-GAN-based image correction for quantitative cone-beam computed tomography.
Med Phys Volume: 46 Page(s): 3998 - 4009
09/01/2019 Authors: Harms J; Lei Y; Wang T; Zhang R; Zhou J; Tang X; Curran WJ; Liu T; Yang X -
MRI-based Proton Radiotherapy for Prostate Cancer Using Deep Convolutional Neural Networks
Volume: 105 Page(s): S200 - S200
09/01/2019 Authors: Yang X; Liu Y; Lei Y; Wang Y; Shafai-Erfani G; Wang T; Tian S; Patel PR; Jani A; Curran WJ -
MRI-US Registration Using Label-driven Weakly-supervised Learning for Multiparametric MRI-guided HDR Prostate Brachytherapy
Volume: 105 Page(s): E727 - E727
09/01/2019 Authors: Yang X; Zeng Q; Lei Y; Tian S; Wang T; Dong X; Jani A; Mao H; Curran WJ; Patel PR -
MRI-only based synthetic CT generation using dense cycle consistent generative adversarial networks.
Med Phys Volume: 46 Page(s): 3565 - 3581
08/01/2019 Authors: Lei Y; Harms J; Wang T; Liu Y; Shu H-K; Jani AB; Curran WJ; Mao H; Liu T; Yang X -
MRI-based treatment planning for liver stereotactic body radiotherapy: validation of a deep learning-based synthetic CT generation method.
Br J Radiol Volume: 92 Page(s): 20190067
08/01/2019 Authors: Liu Y; Lei Y; Wang T; Kayode O; Tian S; Liu T; Patel P; Curran WJ; Ren L; Yang X -
MRI-based treatment planning for proton radiotherapy: dosimetric validation of a deep learning-based liver synthetic CT generation method.
Phys Med Biol Volume: 64 Page(s): 145015
07/16/2019 Authors: Liu Y; Lei Y; Wang Y; Wang T; Ren L; Lin L; McDonald M; Curran WJ; Liu T; Zhou J -
Ultrasound prostate segmentation based on multidirectional deeply supervised V-Net.
Med Phys Volume: 46 Page(s): 3194 - 3206
07/01/2019 Authors: Lei Y; Tian S; He X; Wang T; Wang B; Patel P; Jani AB; Mao H; Curran WJ; Liu T -
Learning-based automatic segmentation of arteriovenous malformations on contrast CT images in brain stereotactic radiosurgery.
Med Phys Volume: 46 Page(s): 3133 - 3141
07/01/2019 Authors: Wang T; Lei Y; Tian S; Jiang X; Zhou J; Liu T; Dresser S; Curran WJ; Shu H-K; Yang X -
Machine-learning based classification of glioblastoma using delta-radiomic features derived from dynamic susceptibility contrast enhanced magnetic resonance images: Introduction.
Quant Imaging Med Surg Volume: 9 Page(s): 1201 - 1213
07/01/2019 Authors: Jeong J; Wang L; Ji B; Lei Y; Ali A; Liu T; Curran WJ; Mao H; Yang X -
Pseudo Proton Radiography Beam Validation of Monte Carlo Dose Calculation in Two Pencil Beam Scanning Treatment Planning Systems
Volume: 46 Page(s): E592 - E592
06/01/2019 Authors: Chang C; Zhou J; Yang X; Dhabaan A; Zhang R; Liu T; McDonald M; Langen K; Lin L -
A Novel Method of Generating Synthetic CT From MRI for Proton Treatment Planning for Base of Skull Tumors
Volume: 46 Page(s): E474 - E474
06/01/2019 Authors: Shafai-Erfani G; Lei Y; Zhou J; Tian Z; Zhong J; Wang T; McDonald M; Curran W; Liu T; Shu H -
MRI-Based Treatment Planning for Liver Photon and Proton Radiotherapy
Volume: 46 Page(s): E318 - E319
06/01/2019 Authors: Liu Y; Lei Y; Wang T; Wang Y; Kayode O; Tian S; Lin L; Liu T; Patel P; Curran W -
Comparison of Dosimetric Evaluations Using Deformed Planning CT and Deep-Learning Corrected CBCT to Quality Assurance CT for Monitoring Anatomy Changes During Proton Therapy
Volume: 46 Page(s): E250 - E250
06/01/2019 Authors: Stanforth A; Langen K; Lin L; Dhabaan A; Lei Y; Liu Y; Wang Y; Sohn J; McDonald M; Eaton B -
Wavelet-Based Signal Processing Approach for Protoacoustic Measurement in Proton Range Verification
Volume: 46 Page(s): E602 - E602
06/01/2019 Authors: Sohn J; Nie W; Yang X; He X; Zhou J; Avery S; Liu T -
Dual-Energy CT-Based Accurate Stopping Power Mapping Using 3D Deep Convolutional Neural Networks for Head-And-Neck Patients
Volume: 46 Page(s): E233 - E233
06/01/2019 Authors: Wang T; Lei Y; Harms J; Liu Y; Ghavidel B; Lin L; Curran W; Beitler J; Liu T; Zhou J -
Deep-Learning-Based Synthetic-CT Generation Method for CBCT-Guided Proton Therapy
Volume: 46 Page(s): E475 - E475
06/01/2019 Authors: Liu Y; Lei Y; Lin L; Dhabaan A; Liu T; Curran W; Zhou J; Yang X -
JACK KROHMER JUNIOR INVESTIGATOR COMPETITION WINNER: Deep Learning-Based Self Attenuation Correction for Whole-Body PET Imaging
Volume: 46 Page(s): E192 - E192
06/01/2019 Authors: Dong X; Lei Y; Wang T; Higgins K; Liu T; Curran W; Mao H; Nye J; Yang X -
Whole-Body PET Estimation From Low Count Statistics Using Deep Convolutional Neural Networks
Volume: 46 Page(s): E193 - E193
06/01/2019 Authors: Dong X; Lei Y; Wang T; Higgins K; Liu T; Curran W; Mao H; Nye J; Yang X -
Order-Graph Regularized Sparse Dictionary Learning for Unsupervised Multi-Needle Detection in 3D Ultrasound Images
Volume: 46 Page(s): E225 - E225
06/01/2019 Authors: Zhang Y; Lei Y; Jeong J; Tian Z; Liu Y; Wang T; Liu T; Jani A; Curran W; Patel P -
Surface-Driven MRI-US Registration Using Weakly-Supervised Learning in Prostate Brachytherapy
Volume: 46 Page(s): E225 - E226
06/01/2019 Authors: Zeng Q; Jeong J; Lei Y; Tian Z; Wang T; Dong X; Jani A; Patel P; Mao H; Curran W -
Reliability of Doppler Blood Flow Evaluation of Neurovascular Bundle Vessels in Patients Receiving Prostate Radiotherapy
Volume: 46 Page(s): E480 - E480
06/01/2019 Authors: He X; Yang X; Jani A; Sohn J; Patel P; Curran W; Liu T -
AI and Quantitative Ultrasound Imaging
Volume: 46 Page(s): E490 - E491
06/01/2019 Authors: Yang X; Grondin J; Forsberg F -
Surface-Driven MRI-US Registration Using Weakly-Supervised Learning in Prostate Brachytherapy
Volume: 46 Page(s): E224 - E224
06/01/2019 Authors: Zeng Q; Jeong J; Lei Y; Tian Z; Wang T; Dong X; Jani A; Patel P; Mao H; Curran W -
Learning-Based Low Dose CT Reconstruction in Radiation Therapy
Volume: 46 Page(s): E275 - E275
06/01/2019 Authors: Wang T; Lei Y; Dong X; Tian Z; Liu Y; Jiang X; Liu T; Curran W; Shu H; Yang X -
High-Resolution Ultrasound Imaging Reconstruction Using Deep Attention Generative Adversarial Networks
Volume: 46 Page(s): E491 - E491
06/01/2019 Authors: Lei Y; He X; Liu Y; Tian Z; Wang T; Curran W; Liu T; Yang X -
Nonrigid 4D-CT Image Registration Using An Unsupervised Deep Convolutional Neural Network
Volume: 46 Page(s): E505 - E505
06/01/2019 Authors: Lei Y; Liu Y; Wang T; Tian Z; Tian S; Curran W; Liu T; Higgins K; Yang X -
CBCT-Based Synthetic CT Using Deep Learning for Pancreatic Adaptive Radiotherapy
Volume: 46 Page(s): E131 - E132
06/01/2019 Authors: Liu Y; Lei Y; Wang T; Patel P; Liu T; Curran W; Yang X -
A Deep-Learning-Based Intensity Inhomogeneity Correction for MR Imaging
Volume: 46 Page(s): E386 - E386
06/01/2019 Authors: Liu Y; Lei Y; Jeong J; Wang T; Curran W; Liu T; Patel P; Yang X -
Determine Proton Pencil Beam Bragg Peak Position in 3D Through Acoustic Triangulation Algorithm
Volume: 46 Page(s): E268 - E268
06/01/2019 Authors: Nie W; Sohn J; Li S; Yang X; Liu T; Kassaee A; Sehgal C; Avery S -
Chest Multiorgan Segmentation of CT Images with U-Net-GAN
Volume: 46 Page(s): E371 - E371
06/01/2019 Authors: Dong X; Lei Y; Wang T; Thomas M; Tang L; Curran W; Liu T; Yang X -
Analytical Grayscale Transformation for Gain-Setting Calibration in Quantitative Ultrasound Radiomics
Volume: 46 Page(s): E491 - E491
06/01/2019 Authors: He X; Yang X; Wynne J; Yu D; Beitler J; Curran W; Liu T -
MRI-Based Prostate Proton Radiotherapy Using Deep-Learning-Based Synthetic CT
Volume: 46 Page(s): E476 - E477
06/01/2019 Authors: Shafai-Erfani G; Liu Y; Lei Y; Wang Y; Wang T; Tian S; Jani A; McDonald M; Curran W; Liu T -
Order-Graph Regularized Sparse Dictionary Learning for Unsupervised Multi-Needle Detection in 3D Ultrasound Images
Volume: 46 Page(s): E226 - E226
06/01/2019 Authors: Zhang Y; Lei Y; Jeong J; Tian Z; Liu Y; Wang T; Liu T; Jani A; Curran W; Patel P -
Synthetic MRI-Aided Prostate Segmentation in CT Image
Volume: 46 Page(s): E505 - E505
06/01/2019 Authors: Lei Y; Tian S; Wang T; Liu Y; Dong X; Jiang X; Patel P; Jani A; Curran W; Liu T -
MRI-Based Synthetic CT Generation Using Cycle Consistent Adversarial Network
Volume: 46 Page(s): E516 - E517
06/01/2019 Authors: Lei Y; Harms J; Wang T; Liu Y; Shu H; Jani A; Curran W; Mao H; Liu T; Yang X -
An In-House Developed Second Dose Calculation System for Leksell Gamma Knife Perfexion and Icon
Volume: 46 Page(s): E118 - E118
06/01/2019 Authors: Tian Z; Yang X; Giles DM; Wang T; Butker E; Kahn S; Liu T -
MRI-Based Attenuation Correction for Brain PET/MRI Based On Anatomic Signature and Machine Learning
Volume: 46 Page(s): E192 - E193
06/01/2019 Authors: Wang T; Lei Y; Dong X; Higgins K; Liu T; Shim H; Curran W; Mao H; Nye J; Yang X -
A Most Likely Path (MLP) Validation of Spot Decomposition for Pencil Beam Scanning (PBS) in Proton Radiography (pRG) and Proton CT (pCT)
Volume: 46 Page(s): E181 - E181
06/01/2019 Authors: Sohn J; Liu T; Li X; Lin L; Ding X; Langen K; Eaton B; McDonald M; Curran W; Yang X -
Attenuation and Scatter Correction for Whole-body PET Using 3D Generative Adversarial Networks
Volume: 60
05/01/2019 Authors: Yang X; Lei Y; Dong X; Wang T; Higgins K; Liu T; Shim H; Curran W; Mao H; Nye J -
Automatic multiorgan segmentation in thorax CT images using U-net-GAN.
Med Phys Volume: 46 Page(s): 2157 - 2168
05/01/2019 Authors: Dong X; Lei Y; Wang T; Thomas M; Tang L; Curran WJ; Liu T; Yang X -
Multiparametric MRI-guided dose boost to dominant intraprostatic lesions in CT-based High-dose-rate prostate brachytherapy.
Br J Radiol Volume: 92 Page(s): 20190089
05/01/2019 Authors: Wang T; Press RH; Giles M; Jani AB; Rossi P; Lei Y; Curran WJ; Patel P; Liu T; Yang X -
MRI-based synthetic CT generation using semantic random forest with iterative refinement.
Phys Med Biol Volume: 64 Page(s): 085001
04/05/2019 Authors: Lei Y; Harms J; Wang T; Tian S; Zhou J; Shu H-K; Zhong J; Mao H; Curran WJ; Liu T -
Deeply supervised 3D fully convolutional networks with group dilated convolution for automatic MRI prostate segmentation.
Med Phys Volume: 46 Page(s): 1707 - 1718
04/01/2019 Authors: Wang B; Lei Y; Tian S; Wang T; Liu Y; Patel P; Jani AB; Mao H; Curran WJ; Liu T -
Learning-based CBCT correction using alternating random forest based on auto-context model.
Med Phys Volume: 46 Page(s): 601 - 618
02/01/2019 Authors: Lei Y; Tang X; Higgins K; Lin J; Jeong J; Liu T; Dhabaan A; Wang T; Dong X; Press R -
Optimal virtual monoenergetic image in "TwinBeam" dual-energy CT for organs-at-risk delineation based on contrast-noise-ratio in head-and-neck radiotherapy.
J Appl Clin Med Phys Volume: 20 Page(s): 121 - 128
02/01/2019 Authors: Wang T; Ghavidel BB; Beitler JJ; Tang X; Lei Y; Curran WJ; Liu T; Yang X -
MRI-based attenuation correction for brain PET/MRI based on anatomic signature and machine learning.
Phys Med Biol Volume: 64 Page(s): 025001
01/07/2019 Authors: Yang X; Wang T; Lei Y; Higgins K; Liu T; Shim H; Curran WJ; Mao H; Nye JA -
Revealing hemodynamic heterogeneity of gliomas based on signal profile features of dynamic susceptibility contrast-enhanced MRI.
Neuroimage Clin Volume: 23 Page(s): 101864
01/01/2019 Authors: Ji B; Wang S; Liu Z; Weinberg BD; Yang X; Liu T; Wang L; Mao H -
Machine Learning Assisted MRI Characterization for Diagnosis of Neonatal Acute Bilirubin Encephalopathy.
Front Neurol Volume: 10 Page(s): 1018
01/01/2019 Authors: Liu Z; Ji B; Zhang Y; Cui G; Liu L; Man S; Ding L; Yang X; Mao H; Wang L -
MRI-Based Proton Treatment Planning for Base of Skull Tumors.
Int J Part Ther Volume: 6 Page(s): 12 - 25
01/01/2019 Authors: Shafai-Erfani G; Lei Y; Liu Y; Wang Y; Wang T; Zhong J; Liu T; McDonald M; Curran WJ; Zhou J -
Content-oriented sparse representation (COSR) for CT denoising with preservation of texture and edge.
Med Phys Volume: 45 Page(s): 4942 - 4954
11/01/2018 Authors: Xie H; Niu T; Tang S; Yang X; Kadom N; Tang X -
A Learning-Based Method to Improve Pelvis Cone Beam CT Image Quality for Prostate Cancer Radiation Therapy
Volume: 102 Page(s): E377 - E378
11/01/2018 Authors: Yang X; Wang T; Lei Y; Jiang X; Jani A; Patel PR; Tang X; Dhabaan AH; Curran WJ; Liu T -
Optimal Virtual Monochromatic Image in "Twin-Beam" Imaging of Dual-Energy CT for Head-and-Neck Cancer Radiation Therapy
Volume: 102 Page(s): S104 - S105
11/01/2018 Authors: Yang X; Wang T; Ghavidel B; Beitler JJ; Tang X; Curran WJ; Liu T -
Hypofractionated Radiation is Associated with Less Long-Term Breast Retraction Following Breast Conserving Therapy
Volume: 102 Page(s): S227 - S227
11/01/2018 Authors: Wang D; Yang X; He J; Mister D; Brown G; Henry S; Lin JY; Yu DS; Kahn ST; Godette KD -
MRI-based pseudo CT synthesis using anatomical signature and alternating random forest with iterative refinement model.
J Med Imaging (Bellingham) Volume: 5 Page(s): 043504
10/01/2018 Authors: Lei Y; Jeong JJ; Wang T; Shu H-K; Patel P; Tian S; Liu T; Shim H; Mao H; Jani AB -
Texture Analysis as Imaging Biomarker for recurrence in advanced cervical cancer treated with CCRT.
Sci Rep Volume: 8 Page(s): 11399
07/30/2018 Authors: Meng J; Liu S; Zhu L; Zhu L; Wang H; Xie L; Guan Y; He J; Yang X; Zhou Z -
Magnetic resonance imaging-based pseudo computed tomography using anatomic signature and joint dictionary learning.
J Med Imaging (Bellingham) Volume: 5 Page(s): 034001
07/01/2018 Authors: Lei Y; Shu H-K; Tian S; Jeong JJ; Liu T; Shim H; Mao H; Wang T; Jani AB; Curran WJ -
Pseudo CT Estimation using Patch-based Joint Dictionary Learning.
Volume: 2018 Page(s): 5150 - 5153
07/01/2018 Authors: Lei Y; Shu HK; Tian S; Wang T; Liu T; Mao H; Shim H; Curran WJ; Yang X -
Optimal Virtual Monoenergetic Image in TwinBeam Dual-Energy CT for Head-And-Neck Radiotherapy
Volume: 45 Page(s): E589 - E589
06/01/2018 Authors: Wang T; Ghavidel J; Beitler J; Tang X; Curran W; Liu T; Yang X -
A Learning-Based MRI Classification for MRI-Only Radiotherapy Treatment Planning
Volume: 45 Page(s): E524 - E524
06/01/2018 Authors: Lei Y; Shu H; Tian S; Wang T; Dhabaan A; Liu T; Shim H; Mao H; Curran W; Yang X -
MRI-Based Synthetic CT for MRI-Only Proton Radiotherapy Treatment Planning
Volume: 45 Page(s): E360 - E360
06/01/2018 Authors: Yang X; Hedrick S; Wang T; Lei Y; Jiang X; Mao H; Curran W; McDonald M; Liu T -
Learning-Based Cone-Beans CT Correction: Dosimetric Calculation Accuracy in Prostate Cancer Radiation Therapy
Volume: 45 Page(s): E169 - E170
06/01/2018 Authors: Wang T; Lei Y; Jani A; Patel P; Dhabaan A; Liu T; Dong X; Jiang X; Tang X; Curran W -
Dosimetric Study of Cone-Beam CT in Adaptive Proton Therapy for Brain Cancer
Volume: 45 Page(s): E259 - E259
06/01/2018 Authors: Wang T; Hedrick S; Lei Y; Liu T; Jiang X; Dhabaan A; Tang X; Curran W; McDonald M; Yang X -
3D Ultrasound Prostate Segmentation Using 3D Deeply Supervised V-Net
Volume: 45 Page(s): E473 - E473
06/01/2018 Authors: Yang X; Lei Y; Tian S; Wang T; Jani A; Curran W; Patel P; Liu T -
Machine-Learning-Based Classification of Glioblastoma Using Dynamic Susceptibility Enhanced MR Image Derived Delta-Radiomic Features
Volume: 45 Page(s): E584 - E584
06/01/2018 Authors: Jeong J; Wang L; Bing J; Lei Y; Liu T; Ali A; Curran W; Mao H; Yang X -
3D Prostate Segmentation in MR Image Using 3D Deeply Supervised Convolutional Neural Networks
Volume: 45 Page(s): E582 - E583
06/01/2018 Authors: Yang X; Lei Y; Wang T; Jiang X; Jani A; Mao H; Curran NV; Patel P; Liu T; Wang B -
Patient-Specific Synthetic CT Generation for MRI-Only Prostate Radiotherapy Treatment Planning
Volume: 45 Page(s): E701 - E702
06/01/2018 Authors: Yang X; Lei Y; Wang T; Patel P; Dhabaan A; Jiang X; Shim H; Mao H; Curran W; Jani A -
Multiparametric MRI-Guided High-Dose-Rate Brachytherapy Boost to the Dominant Intraprostatic Lesion Based On Deformable Registration: A Prospective Study
Volume: 45 Page(s): E443 - E443
06/01/2018 Authors: Giles M; Press R; Wang T; Schreibmann E; Jani A; Liu T; Rossi P; Curran W; Patel P; Yang X -
Dosimetric Evaluation of MRI-Based Synthetic CT for Stereotactic Radiosurgery of Brain Cancer
Volume: 45 Page(s): E701 - E701
06/01/2018 Authors: Wang T; Manohar N; Lei Y; Shu H; Tian S; Higgins K; Dhabaan A; Dong X; Liu T; Curran W -
Med-A-Nets: Segmentation of Multiple Organs in Chest CT Image with Deep Adversarial Networks
Volume: 45 Page(s): E154 - E154
06/01/2018 Authors: Yang X; Huang J; Lei Y; Higgins K; Beitler J; Yu D; Jiang X; Liu T; Curran W; Fang Y -
Velocity-Based Selection of Gating Phases Using 4DCT Respiratory Waveform Analysis
Volume: 45 Page(s): E504 - E504
06/01/2018 Authors: Manohar N; Wang T; Yang X; Dresser S; Patel P; Higgins K; Liu T; Dhabaan A -
Patient-Specific Pseudo-CT Generation Using Semantic and Contextual Information-Based Random Forest for MRI-Only Radiation Treatment Planning
Volume: 45 Page(s): E702 - E702
06/01/2018 Authors: Yang X; Lei Y; Higgins K; Wang T; Tian S; Dhabaan A; Shim H; Mao H; Curran W; Shu H -
Machine-Learning-Based Classification of Low-Grade and High-Grade Glioblastoma Using Radiomic Features in Multiparametric MRI
Volume: 45 Page(s): E617 - E617
06/01/2018 Authors: Cui G; Jeong J; Lei Y; Wang T; Dong X; Liu T; Curran W; Mao H; Yang X -
Multi-Scale V-Net: A Deep Learning Framework for Brain Tumor Segmentation in Multiparametric MRI
Volume: 45 Page(s): E568 - E568
06/01/2018 Authors: Liu Y; Shi X; Xia Y; Lei Y; Tang L; Liu T; Curran W; Mao H; Yang X -
MRI-based Attenuation Correction for PET/MRI: A Novel Approach Combining Anatomic Signature and Machine Learning
Volume: 59
05/01/2018 Authors: Yang X; Lei Y; Higgins K; Mao H; Liu T; Shim H; Curran W; Nye J -
A Denoising Algorithm for CT Image Using Low-rank Sparse Coding.
Volume: 10574
03/01/2018 Authors: Lei Y; Xu D; Zhou Z; Wang T; Dong X; Liu T; Dhabaan A; Curran WJ; Yang X -
Early evaluation of radiation-induced parotid damage in patients with nasopharyngeal carcinoma by T2 mapping and mDIXON Quant imaging: initial findings.
Radiat Oncol Volume: 13 Page(s): 22
02/08/2018 Authors: Zhou N; Chu C; Dou X; Chen W; He J; Yan J; Zhou Z; Yang X -
Improving Image Quality of Cone-Beam CT Using Alternating Regression Forest.
Volume: 10573
02/01/2018 Authors: Lei Y; Tang X; Higgins K; Wang T; Liu T; Dhabaan A; Shim H; Curran WJ; Yang X -
High-resolution CT Image Retrieval Using Sparse Convolutional Neural Network.
Volume: 10573
02/01/2018 Authors: Lei Y; Xu D; Zhou Z; Higgins K; Dong X; Liu T; Shim H; Mao H; Curran WJ; Yang X -
Early evaluation of radiation-induced parotid damage with diffusion kurtosis imaging: a preliminary study.
Acta Radiol Volume: 59 Page(s): 212 - 220
02/01/2018 Authors: Zhou N; Chen W; Pan X; He J; Yan J; Zhou Z; Yang X -
High-resolution, ultrasound-guided, high-dose-rate, surface brachytherapy for basal cell carcinoma of the skin: A case report.
Adv Radiat Oncol Volume: 3 Page(s): 591 - 594
01/01/2018 Authors: Zhu S; Yang X; Xu KM; Jeong JJ; Khan MK -
Computation Methods for Biomedical Information Analysis.
J Healthc Eng Volume: 2018 Page(s): 8683601
01/01/2018 Authors: Xia Y; Cai W; Yang X; Wang S -
Ultrasonic histogram assessment of early response to concurrent chemo-radiotherapy in patients with locally advanced cervical cancer: a feasibility study.
Clin Imaging Volume: 49 Page(s): 144 - 149
01/01/2018 Authors: Xu Y; Ru T; Zhu L; Liu B; Wang H; Zhu L; He J; Liu S; Zhou Z; Yang X -
Whole-lesion ADC histogram and texture analysis in predicting recurrence of cervical cancer treated with CCRT.
Oncotarget Volume: 8 Page(s): 92442 - 92453
11/03/2017 Authors: Meng J; Zhu L; Zhu L; Xie L; Wang H; Liu S; Yan J; Liu B; Guan Y; He J -
Histogram analysis of apparent diffusion coefficient for monitoring early response in patients with advanced cervical cancers undergoing concurrent chemo-radiotherapy.
Acta Radiol Volume: 58 Page(s): 1400 - 1408
11/01/2017 Authors: Meng J; Zhu L; Zhu L; Ge Y; He J; Zhou Z; Yang X -
A Prospective Longitudinal Study of Radiation TherapyeInduced Skin Toxicity and Long-term Fatigue in Breast Cancer Patients
Volume: 99 Page(s): S4 - S4
10/01/2017 Authors: Torres M; Miller AH; Xiao C; Lin J; Godette KD; Kahn ST; Han T; Mister D; Henry S; Yang X -
Predictors of Breast Pain in Breast Cancer Patents One Year After Whole Breast Radiation Therapy
Volume: 99 Page(s): E41 - E41
10/01/2017 Authors: Parks J; Yang X; Zhang C; Chen Z; Miller AH; Godette KD; Kahn ST; Han T; Ali AN; Mister D -
Full Axillary Lymph Node Dissection and Increased Breast Epidermal Thickness One Year After Radiation for Breast Cancer
Volume: 99 Page(s): S217 - S218
10/01/2017 Authors: Lin JY; Yang X; Noreen S; Miller AH; Godette KD; Kahn ST; Han T; Ali AN; Mister D; Henry S -
Optimal Treatment Phase Selection Based on a 4DCT Deformable Registration for Stereotactic Body Radiation Therapy in Pancreatic Cancer
Volume: 99 Page(s): E743 - E743
10/01/2017 Authors: Yang X; Wang T; Liu T; Zhu L; Khan MK; El-Rayes B; Curran WJ; Landry JC -
Apparent diffusion coefficient histogram analysis can evaluate radiation-induced parotid damage and predict late xerostomia degree in nasopharyngeal carcinoma.
Oncotarget Volume: 8 Page(s): 70226 - 70238
09/19/2017 Authors: Zhou N; Guo T; Zheng H; Pan X; Chu C; Dou X; Li M; Liu S; Zhu L; Liu B -
Predictive and prognostic value of intravoxel incoherent motion (IVIM) MR imaging in patients with advanced cervical cancers undergoing concurrent chemo-radiotherapy.
Sci Rep Volume: 7 Page(s): 11635
09/14/2017 Authors: Zhu L; Wang H; Zhu L; Meng J; Xu Y; Liu B; Chen W; He J; Zhou Z; Yang X -
Three-dimensional power Doppler ultrasound in the early assessment of response to concurrent chemo-radiotherapy for advanced cervical cancer.
Acta Radiol Volume: 58 Page(s): 1147 - 1154
09/01/2017 Authors: Xu Y; Zhu L; Ru T; Wang H; He J; Zhou Z; Yang X -
Strain elastography imaging for early detection and prediction of tumor response to concurrent chemo-radiotherapy in locally advanced cervical cancer: feasibility study.
BMC Cancer Volume: 17 Page(s): 427
06/19/2017 Authors: Xu Y; Zhu L; Liu B; Ru T; Wang H; He J; Liu S; Yang X; Zhou Z; Liu T -
Experimental and Monte Carlo Investigation of Dose Calculation Accuracy for Lung SBRT Planning
Volume: 44 Page(s): 2965 - 2965
06/01/2017 Authors: Rosenfield J; Manohar N; Yang X; Dong X; Elder E; Higgins K; Dhabaan A -
US Guided Systems for Brachytherapy
Volume: 44 Page(s): 3092 - 3092
06/01/2017 Authors: Beaulieu L; Fenster A; Yang X; Beaulieu L -
Improving CBCT Image Quality Using Machine Learning and Auto-Context Model
Volume: 44
06/01/2017 Authors: Yang X; Lei Y; Higgins K; Dong X; Dhabaan A; Elder E; Jiang X; Curran W; Tang X -
A Leaning-Based Approach to Generate Patient-Specific Pseudo-CT for MRI-Based Radiation Therapy Treatment Planning
Volume: 44 Page(s): 3159 - 3159
06/01/2017 Authors: Yang X; Lei Y; Liu T; Rossi P; Mao H; Shim H; Tian S; Curran W; Shu H -
High-Resolution CT Image Reconstruction Using Sparse-Coding-Based Deep Learning
Volume: 44 Page(s): 3011 - 3011
06/01/2017 Authors: Yang X; Lei Y; Higgins K; Zhou Z; Jiang X; Curran W -
A Patch-based CBCT Scatter Artifact Correction Using Prior CT.
Volume: 10132
02/01/2017 Authors: Yang X; Liu T; Dong X; Tang X; Elder E; Curran WJ; Dhabaan A -
Pseudo CT Estimation from MRI Using Patch-based Random Forest.
Volume: 10133
02/01/2017 Authors: Yang X; Lei Y; Shu H-K; Rossi P; Mao H; Shim H; Curran WJ; Liu T -
Image-based Metal Artifact Reduction in X-ray Computed Tomography utilizing Local Anatomical Similarity.
Volume: 10132
02/01/2017 Authors: Dong X; Yang X; Rosenfield J; Elder E; Dhabaan A -
Assessment of histological differentiation in gastric cancers using whole-volume histogram analysis of apparent diffusion coefficient maps.
J Magn Reson Imaging Volume: 45 Page(s): 440 - 449
02/01/2017 Authors: Zhang Y; Chen J; Liu S; Shi H; Guan W; Ji C; Guo T; Zheng H; Guan Y; Ge Y -
Ultrasound 2D strain measurement for arm lymphedema using deformable registration: A feasibility study.
PLoS One Volume: 12 Page(s): e0181250
01/01/2017 Authors: Yang X; Torres M; Kirkpatrick S; Curran WJ; Liu T -
Improved prostate delineation in prostate HDR brachytherapy with TRUS-CT deformable registration technology: A pilot study with MRI validation.
J Appl Clin Med Phys Volume: 18 Page(s): 202 - 210
01/01/2017 Authors: Yang X; Rossi PJ; Jani AB; Mao H; Zhou Z; Curran WJ; Liu T -
Predicting and Early Monitoring Treatment Efficiency of Cervical Cancer Under Concurrent Chemoradiotherapy by Intravoxel Incoherent Motion Magnetic Resonance Imaging.
J Comput Assist Tomogr Volume: 41 Page(s): 422 - 429
01/01/2017 Authors: Zhu L; Zhu L; Wang H; Yan J; Liu B; Chen W; He J; Zhou Z; Yang X -
Early Changes of Irradiated Parotid Glands Evaluated by T1rho-Weighted Imaging: A Pilot Study.
J Comput Assist Tomogr Volume: 41 Page(s): 472 - 476
01/01/2017 Authors: Zhou N; Chu C; Dou X; Li M; Liu S; Guo T; Zhu L; Liu B; Chen W; He J -
Early evaluation of irradiated parotid glands with intravoxel incoherent motion MR imaging: correlation with dynamic contrast-enhanced MR imaging.
BMC Cancer Volume: 16 Page(s): 865
11/08/2016 Authors: Zhou N; Chu C; Dou X; Li M; Liu S; Zhu L; Liu B; Guo T; Chen W; He J -
Apparent diffusion coefficient histogram shape analysis for monitoring early response in patients with advanced cervical cancers undergoing concurrent chemo-radiotherapy.
Radiat Oncol Volume: 11 Page(s): 141
10/22/2016 Authors: Meng J; Zhu L; Zhu L; Wang H; Liu S; Yan J; Liu B; Guan Y; Ge Y; He J -
Multiparametric Magnetic Resonance Imaging Guided Radiation Therapy for Prostate Cancer Using Learning-Based Magnetic Resonance Imaging-Computed Tomography Registration
Volume: 96 Page(s): E601 - E601
10/01/2016 Authors: Yang X; Jani A; Rossi PJ; Mao H; Curran WJ; Liu T -
Multiparametric Magnetic Resonance Imaging Guided Radiation Therapy for Prostate Cancer Using Learning-Based Magnetic Resonance Imaging-Computed Tomography Registration.
Volume: 96 Page(s): E601
10/01/2016 Authors: Yang X; Jani A; Rossi PJ; Mao H; Curran WJ; Liu T -
Multiparametric Magnetic Resonance Imaging Guided Radiation Therapy for Prostate Cancer Using Learning-Based Magnetic Resonance Imaging-Computed Tomography Registration
Volume: 96 Page(s): E601 - E601
10/01/2016 Authors: Yang X; Jani A; Rossi PJ; Mao H; Curran WJ; Liu T -
SU-F-T-446: Improving Craniospinal Irradiation Technique Using Volumetric Modulated Arc Therapy (VMAT) Planning and Its Dosimetric Verification.
Volume: 43 Page(s): 3565
06/01/2016 Authors: Yang X; Tejani M; Jiang X; Elder E; Dhabaan A -
TH-CD-206-02: BEST IN PHYSICS (IMAGING): 3D Prostate Segmentation in MR Images Using Patch-Based Anatomical Signature.
Volume: 43 Page(s): 3883
06/01/2016 Authors: Yang X; Jani A; Rossi P; Mao H; Curran W; Liu T -
TH-CD-206-09: Learning-Based MRI-CT Prostate Registration Using Spare Patch-Deformation Dictionary.
Volume: 43 Page(s): 3884 - 3885
06/01/2016 Authors: Yang X; Jani A; Rossi P; Mao H; Curran W; Liu T -
WE-AB-207A-07: A Planning CT-Guided Scatter Artifact Correction Method for CBCT Images.
Volume: 43 Page(s): 3799
06/01/2016 Authors: Yang X; Liu T; Dong X; Elder E; Curran W; Dhabaan A -
SU-G-BRC-11: Impact of Dose Calculation Algorithms On Lung SBRT Treatments.
Volume: 43 Page(s): 3629
06/01/2016 Authors: Rosenfield J; Yang X; Dong X; Elder E; Higgins K; Dhabaan A -
SU-F-T-70: A High Dose Rate Total Skin Electron Irradiation Technique with A Specific Inter-Film Variation Correction Method for Very Large Electron Beam Fields.
Volume: 43 Page(s): 3477
06/01/2016 Authors: Yang X; Rosenfield J; Dong X; Elder E; Dhabaan A -
SU-C-206-03: Metal Artifact Reduction in X-Ray Computed Tomography Based On Local Anatomical Similarity.
Volume: 43 Page(s): 3326
06/01/2016 Authors: Dong X; Yang X; Rosenfield J; Elder E; Dhabaan A -
The Impact of Axillary Lymph Node Surgery onBreast Skin Thickening During and After Radiation Therapy for Breast Cancer.
Int J Radiat Oncol Biol Phys Volume: 95 Page(s): 590 - 596
06/01/2016 Authors: Torres MA; Yang X; Noreen S; Chen H; Han T; Henry S; Mister D; Andic F; Long Q; Liu T -
Angiotensin Blockade Reduces Quantitative and Qualitative Radiation-Induced Neck Fibrosis: Interim Analysis of Prospective Trial
Volume: 94 Page(s): 956 - 957
03/15/2016 Authors: Okwan-Duodu D; Yang X; Yu DS; Patel K; Switchenko J; Beitler JJ; Curran WJ; Liu T -
Evaluating early response of cervical cancer under concurrent chemo-radiotherapy by intravoxel incoherent motion MR imaging.
BMC Cancer Volume: 16 Page(s): 79
02/10/2016 Authors: Zhu L; Zhu L; Shi H; Wang H; Yan J; Liu B; Chen W; He J; Zhou Z; Yang X -
Patch-Based Label Fusion for Automatic Multi-Atlas-Based Prostate Segmentation in MR Images.
Volume: 9786
01/01/2016 Authors: Yang X; Jani AB; Rossi PJ; Mao H; Curran WJ; Liu T -
3D Transrectal Ultrasound (TRUS) Prostate Segmentation Based on Optimal Feature Learning Framework.
Volume: 9784
01/01/2016 Authors: Yang X; Rossi PJ; Jani AB; Mao H; Curran WJ; Liu T -
Reverse Blocking Sub-Module Based Modular Multilevel Converter with DC Fault Ride-Through Capability
01/01/2016 Authors: Yang X; Xue Y; Chen B; Lin Z; Mu Y; Zheng TQ; Igarshi S -
A Bidirectional Switched-Capacitor based AC-AC Resonant Converter
Page(s): 973 - 977
01/01/2016 Authors: Mu Y; Yang X; Xue Y; Lin Z; Zheng TQ; Igarashi S -
Correlation between apparent diffusion coefficients and HER2 status in gastric cancers: pilot study.
BMC Cancer Volume: 15 Page(s): 749
10/20/2015 Authors: He J; Shi H; Zhou Z; Chen J; Guan W; Wang H; Yu H; Liu S; Zhou Z; Yang X -
Preoperative apparent diffusion coefficient value of gastric cancer by diffusion-weighted imaging: Correlations with postoperative TNM staging.
J Magn Reson Imaging Volume: 42 Page(s): 837 - 843
09/01/2015 Authors: Liu S; Wang H; Guan W; Pan L; Zhou Z; Yu H; Liu T; Yang X; He J; Zhou Z -
BEST IN PHYSICS (IMAGING): 3D Prostate Segmentation in Ultrasound Images Using Patch-Based Anatomical Feature
Volume: 42 Page(s): 3685 - 3685
06/01/2015 Authors: Yang X; Rossi P; Jani A; Ogunleye T; Curran W; Liu T -
Ultrasound 2D Strain Measurement of Radiation-Induced Toxicity: Phantom and Ex Vivo Experiments
Volume: 42 Page(s): 3684 - 3684
06/01/2015 Authors: Liu T; Torres M; Rossi P; Jani A; Curran W; Yang X -
Quantitative Ultrasonic Nakagami Imaging ofNeck Fibrosis After Head and Neck Radiation Therapy.
Int J Radiat Oncol Biol Phys Volume: 92 Page(s): 407 - 414
06/01/2015 Authors: Yang X; Yoshida E; Cassidy RJ; Beitler JJ; Yu DS; Curran WJ; Liu T -
A 3D Neurovascular Bundles Segmentation Method based on MR-TRUS Deformable Registration.
Volume: 9413
02/01/2015 Authors: Yang X; Rossi P; Jani AB; Mao H; Ogunleye T; Curran WJ; Liu T -
A MR-TRUS Registration Method for Ultrasound-Guided Prostate Interventions.
Volume: 9415
02/01/2015 Authors: Yang X; Rossi P; Mao H; Jani AB; Ogunleye T; Curran WJ; Liu T -
Four-level Step-down Soft-Switching DC-DC Converter for Electric Locomotives
01/01/2015 Authors: Huang Y; Zheng TQ; Yang X; Zhang J; Qiu H -
Apparent diffusion coefficient value of gastric cancer by diffusion-weighted imaging: correlations with the histological differentiation and Lauren classification.
Eur J Radiol Volume: 83 Page(s): 2122 - 2128
12/01/2014 Authors: Liu S; Guan W; Wang H; Pan L; Zhou Z; Yu H; Liu T; Yang X; He J; Zhou Z -
Automated segmentation of the parotid gland based on atlas registration and machine learning: a longitudinal MRI study in head-and-neck radiation therapy.
Int J Radiat Oncol Biol Phys Volume: 90 Page(s): 1225 - 1233
12/01/2014 Authors: Yang X; Wu N; Cheng G; Zhou Z; Yu DS; Beitler JJ; Curran WJ; Liu T -
Prostate CT segmentation method based on nonrigid registration in ultrasound-guided CT-based HDR prostate brachytherapy.
Med Phys Volume: 41 Page(s): 111915
11/01/2014 Authors: Yang X; Rossi P; Ogunleye T; Marcus DM; Jani AB; Mao H; Curran WJ; Liu T -
Diagnostic accuracy of ultrasonic histogram features to evaluate radiation toxicity of the parotid glands: a clinical study of xerostomia following head-and-neck cancer radiotherapy.
Acad Radiol Volume: 21 Page(s): 1304 - 1313
10/01/2014 Authors: Yang X; Tridandapani S; Beitler JJ; Yu DS; Chen Z; Kim S; Bruner DW; Curran WJ; Liu T -
Inter- and Intraoperator Reproducibility of Cutaneous Toxicity Measurements Using Quantitative Ultrasound
Volume: 90 Page(s): S265 - S266
09/01/2014 Authors: Lee A; Johnson JA; Yang X; Torres MA; Curran WJ; Liu T -
Integration of MR Images Into Ultrasound for 3D Doppler Imaging of the Neurovascular Bundle in Prostate Radiation Therapy: A Pilot Study
Volume: 90 Page(s): S440 - S440
09/01/2014 Authors: Yang X; Rossi PJ; Ogunleye TB; Wang Y; Curran WJ; Liu T -
Ultrasound Texture Features as Potential Early Imaging Biomarkers for Normal-Tissue Toxicity in Breast Cancer Radiation Therapy
Volume: 90 Page(s): S242 - S243
09/01/2014 Authors: Yang X; Torres M; Curran WJ; Liu T -
TU-A-9A-06: Semi-Automatic Segmentation of Skin Cancer in High-Frequency Ultrasound Images: Initial Comparison with Histology.
Volume: 41 Page(s): 448
06/01/2014 Authors: Gao Y; Li X; Fishman K; Yang X; Liu T -
SU-D-9A-06: 3D Localization of Neurovascular Bundles Through MR-TRUS Registration in Prostate Radiotherapy.
Volume: 41 Page(s): 123
06/01/2014 Authors: Yang X; Rossi P; Ogunleye T; Jani A; Curran W; Liu T -
TU-F-BRF-02: MR-US Prostate Registration Using Patient-Specific Tissue Elasticity Property Prior for MR-Targeted, TRUS-Guided HDR Brachytherapy.
Volume: 41 Page(s): 470 - 471
06/01/2014 Authors: Yang X; Rossi P; Ogunleye T; Jani A; Curran W; Liu T -
TU-F-12A-09: GLCM Texture Analysis for Normal-Tissue Toxicity: A Prospective Ultrasound Study of Acute Toxicity in Breast-Cancer Radiotherapy.
Volume: 41 Page(s): 482
06/01/2014 Authors: Liu T; Yang X; Curran W; Torres M -
3D Localization of Neurovascular Bundles Through MR-TRUS Registration in Prostate Radiotherapy
Volume: 41 Page(s): 123 - 123
06/01/2014 Authors: Yang X; Rossi P; Ogunleye T; Jani A; Curran W; Liu T -
TH-E-BRF-09: Gaussian Mixture Model Analysis of Radiation-Induced Parotid-Gland Injury: An Ultrasound Study of Acute and Late Xerostomia in Head-And-Neck Radiotherapy.
Volume: 41 Page(s): 571
06/01/2014 Authors: Liu T; Yu D; Beitler J; Tridandapani S; Bruner D; Curran W; Yang X -
Ultrasound 2D Strain Estimator Based on Image Registration for Ultrasound Elastography.
Volume: 9040
03/20/2014 Authors: Yang X; Torres M; Kirkpatrick S; Curran WJ; Liu T -
3D Ultrasound Nakagami Imaging for Radiation-Induced Vaginal Fibrosis.
Volume: 9040
02/01/2014 Authors: Yang X; Rossi P; Shelton J; Bruner D; Tridandapani S; Liu T -
Ultrasonic Nakagami-parameter characterization of parotid-gland injury following head-and-neck radiotherapy: a feasibility study of late toxicity.
Med Phys Volume: 41 Page(s): 022903
02/01/2014 Authors: Yang X; Tridandapani S; Beitler JJ; Yu DS; Wu N; Wang Y; Bruner DW; Curran WJ; Liu T -
A New CT Prostate Segmentation for CT-Based HDR Brachytherapy.
Volume: 9036 Page(s): 90362K
01/01/2014 Authors: Yang X; Rossi P; Ogunleye T; Jani AB; Curran WJ; Liu T -
Cutaneous toxicity and recovery: Is there a difference between breast cancer patients treated with daily radiotherapy in the morning versus the afternoon?
Volume: 73
12/15/2013 Authors: Lee A; Yang X; Mister D; Liu T; Torres MA -
Automated skin segmentation in ultrasonic evaluation of skin toxicity in breast cancer radiotherapy.
Ultrasound Med Biol Volume: 39 Page(s): 2166 - 2175
11/01/2013 Authors: Gao Y; Tannenbaum A; Chen H; Torres M; Yoshida E; Yang X; Wang Y; Curran W; Liu T -
The non-Gaussian nature of prostate motion based on real-time intrafraction tracking.
Int J Radiat Oncol Biol Phys Volume: 87 Page(s): 363 - 369
10/01/2013 Authors: Lin Y; Liu T; Yang W; Yang X; Khan MK -
Respiratory-induced prostate motion using wavelet decomposition of the real-time electromagnetic tracking signal.
Int J Radiat Oncol Biol Phys Volume: 87 Page(s): 370 - 374
10/01/2013 Authors: Lin Y; Liu T; Yang X; Wang Y; Khan MK -
Influence of Vascular Comorbidities and Race on Erectile Dysfunction After Prostate Cancer Radiation Therapy
Volume: 87 Page(s): S371 - S371
10/01/2013 Authors: Wang Y; Tian L; Rossi P; Watkins-Bruner D; Hsiao W; Cooper S; Yang X; Jani A -
The Non-Gaussian Nature of Prostate Motion Based on Real-Time Intrafraction Tracking
Volume: 87 Page(s): S361 - S362
10/01/2013 Authors: Lin Y; Liu T; Yang W; Yang X; Khan MK -
Multiparametric Ultrasound Imaging of Vaginal Fibrosis Following Radiation Therapy for GYN Malignancies
Volume: 87 Page(s): S427 - S427
10/01/2013 Authors: Yang X; Shelton JW; Rossi P; Bruner DW; Tridandapani S; Liu T -
Integration of Intraoperative Ultrasound Volume Into CT-Based Treatment Planning in Prostate HDR Brachytherapy: A Pilot Study
Volume: 87 Page(s): S372 - S372
10/01/2013 Authors: Yang X; Rossi P; Ogunleye T; Curran WJ; Liu T -
Acute Toxicity Can Be Used to Predict Late Toxicity in Breast-Cancer Radiation Therapy: A Prospective Longitudinal Study With Quantitative Ultrasound Imaging
Volume: 87 Page(s): S237 - S238
10/01/2013 Authors: Liu T; Yang X; Liu Y; Wang Y; Curran WJ; Torres MA -
Hypofractionated Breast Cancer Radiation Therapy Does Not Increase Cutaneous Toxicity: A Prospective Comparative Study Between Standard and Hypofractionated Radiation Therapy Using Quantitative Ultrasound Imaging
Volume: 87 Page(s): S48 - S48
10/01/2013 Authors: Yang X; Liu T; Curran WJ; Torres MA -
Quantitative Ultrasound Evaluation of Post-Radiation Therapy Sialadenitis and Fibrosis of the Parotid Glands in Patients Following Head-and-Neck Radiation Therapy
Volume: 87 Page(s): S459 - S459
10/01/2013 Authors: Yang X; Beitler JJ; Yu DS; Tridandapani S; Bruner DW; Curran WJ; Liu T -
Perceived stress to predict for acute radiation-induced skin toxicity: The mind-body connection.
Volume: 31 Page(s): 62
09/10/2013 Authors: Liu T; Yang X; Mister D; Zhao Y; Miller AH; Long Q; Torres MA -
Perceived stress to predict for acute radiation-induced skin toxicity: The mind-body connection
Volume: 31
09/10/2013 Authors: Eaton BR; Liu T; Yang X; Mister D; Zhao Y; Miller AH; Long Q; Torres MA -
Influence of vascular comorbidities and race on erectile dysfunction after prostate cancer radiotherapy.
J Sex Med Volume: 10 Page(s): 2108 - 2114
08/01/2013 Authors: Wang Y; Liu T; Rossi PJ; Watkins-Bruner D; Hsiao W; Cooper S; Yang X; Jani AB -
A dual-modal magnetic nanoparticle probe for preoperative and intraoperative mapping of sentinel lymph nodes by magnetic resonance and near infrared fluorescence imaging.
J Biomater Appl Volume: 28 Page(s): 100 - 111
07/01/2013 Authors: Zhou Z; Chen H; Lipowska M; Wang L; Yu Q; Yang X; Tiwari D; Yang L; Mao H -
WE-E-134-03: Ultrasonic Tissue Characterization of Parotid-Gland Injury Following Head-And-Neck Radiotherapy Using Nakagami-Parameter Imaging: A Feasibility Study.
Volume: 40 Page(s): 495
06/01/2013 Authors: Liu T; Yu D; Beitler J; Tridandapani S; Bruner D; Curran W; Yang X -
WE-C-116-04: Development of Automatic Segmentation Algorithm to Assess Parotid-Gland Volume Changes Following Radiotherapy for Head-And-Neck Malignancies: A Longitudinal Study.
Volume: 40 Page(s): 484
06/01/2013 Authors: Yang X; Cheng G; Wu N; Curran W; Liu T -
WE-C-WAB-11: Improved the Accuracy of Prostate Delineation for Ultrasound-Guided CT-Based Treatment Planning in Prostate HDR Brachytherapy: A Pilot Study with MRI Validation.
Volume: 40 Page(s): 480
06/01/2013 Authors: Yang X; Rossi P; Ogunleye T; Curran W; Liu T -
TU-A-WAB-04: A Prospective Longitudinal Study with Ultrasound Nakagami Imaging to Evaluate the Relationship Between Acute and Late Normal-Tissue Toxicity in Breast-Cancer Radiotherapy.
Volume: 40 Page(s): 423
06/01/2013 Authors: Liu T; Yang X; Liu Y; Wang Y; Curran W; Torres M -
Multi-atlas-based Segmentation of the Parotid Glands of MR Images in Patients Following Head-and-neck Cancer Radiotherapy.
Volume: 8670
02/28/2013 Authors: Cheng G; Yang X; Wu N; Xu Z; Zhao H; Wang Y; Liu T -
Noninvasive evaluation of vaginal fibrosis following radiotherapy for gynecologic malignancies: a feasibility study with ultrasound B-mode and Nakagami parameter imaging.
Med Phys Volume: 40 Page(s): 022901
02/01/2013 Authors: Yang X; Rossi P; Bruner DW; Tridandapani S; Shelton J; Liu T -
Multiscale segmentation of the skull in MR images for MRI-based attenuation correction of combined MR/PET.
J Am Med Inform Assoc Volume: 20 Page(s): 1037 - 1045
01/01/2013 Authors: Yang X; Fei B -
Group independent component analysis and functional MRI examination of changes in language areas associated with brain tumors at different locations.
PLoS One Volume: 8 Page(s): e59657
01/01/2013 Authors: Wang L; Chen D; Yang X; Olson JJ; Gopinath K; Fan T; Mao H -
Ultrasound Histogram Assessment of Acute and Late Parotid Gland Injury Following Head-and-Neck Radiation Therapy
Volume: 84 Page(s): S500 - S500
11/01/2012 Authors: Yang X; Beitler JJ; Yu D; Tridandapani S; Curran WJ; Liu T -
Ultrasound Nakagami Imaging to Evaluate Neck Fibrosis Following Head and Neck Radiation Therapy: A Feasibility and Reproducibility Study
Volume: 84 Page(s): S31 - S31
11/01/2012 Authors: Yang X; Beitler JJ; Yu D; Tridandapani S; Curran WJ; Liu T -
Prospective Longitudinal Study of Radiation-induced Cutaneous Toxicity in Breast Cancer Patients Undergoing Breast Conserving Therapy
Volume: 84 Page(s): S189 - S190
11/01/2012 Authors: Torres M; Yang X; Pace T; Felger J; Godette KD; Stapleford L; Mister D; Kohn J; Miller A; Liu T -
Using Mathematical Modeling to Specify Treatment Margins for Prostate Cancer May Reduce Radiation Dose to Bladder and Rectum
Volume: 84 Page(s): S82 - S82
11/01/2012 Authors: Howard ME; Khan M; Miller L; Wang Y; Underwood R; Liu T; Yang X; Yang W -
Prostate Motion Is Correlated in the Superior/Inferior (SI) and Anterior/Posterior (AP) Direction: Use Statistical Margin Recipes With Extreme Caution
Volume: 84 Page(s): S776 - S776
11/01/2012 Authors: Khan MK; Yang W; Yang X; Wang Y; Howard ME; Underwood RJ; Liu T -
MRPET quantification tools: registration, segmentation, classification, and MR-based attenuation correction.
Med Phys Volume: 39 Page(s): 6443 - 6454
10/01/2012 Authors: Fei B; Yang X; Nye JA; Aarsvold JN; Raghunath N; Cervo M; Stark R; Meltzer CC; Votaw JR -
Cupping artifact correction and automated classification for high-resolution dedicated breast CT images.
Med Phys Volume: 39 Page(s): 6397 - 6406
10/01/2012 Authors: Yang X; Wu S; Sechopoulos I; Fei B -
Ultrasound histogram assessment of parotid gland injury following head-and-neck radiotherapy: a feasibility study.
Ultrasound Med Biol Volume: 38 Page(s): 1514 - 1521
09/01/2012 Authors: Yang X; Tridandapani S; Beitler JJ; Yu DS; Yoshida EJ; Curran WJ; Liu T -
Ultrasound GLCM texture analysis of radiation-induced parotid-gland injury in head-and-neck cancer radiotherapy: an in vivo study of late toxicity.
Med Phys Volume: 39 Page(s): 5732 - 5739
09/01/2012 Authors: Yang X; Tridandapani S; Beitler JJ; Yu DS; Yoshida EJ; Curran WJ; Liu T -
Ultrasound Texture Analysis of Radiation-Induced Parotid-Gland Injury in Post-Radiotherapy Head-And-Neck Patients: Feasibility Study
Volume: 39 Page(s): 4003 - 4003
06/01/2012 Authors: Yang X; Tridandapani S; Beitler J; Yu D; Henry S; Chen H; Curran W; Liu T -
Ultrasound Nakagami Imaging for Noninvasive Evaluation of Vaginal Fibrosis Following Radiotherapy for Gynecologic Malignancies
Volume: 39 Page(s): 3948 - 3949
06/01/2012 Authors: Liu T; Yang X; Bruner D; Tridandapani S; Chen H; Henry S; Rossi P -
Ultrasound Nakagami Imaging to Assess Breast Fibrosis Following Breast-Cancer Radiotherapy
Volume: 39 Page(s): 4004 - 4004
06/01/2012 Authors: Yang X; Torres M; Chen H; Liu T -
3D Prostate Segmentation of Ultrasound Images Combining Longitudinal Image Registration and Machine Learning.
Volume: 8316 Page(s): 83162O
02/23/2012 Authors: Yang X; Fei B -
Nonrigid Registration and Classification of the Kidneys in 3D Dynamic Contrast Enhanced (DCE) MR Images.
Volume: 8314 Page(s): 83140B
01/01/2012 Authors: Yang X; Ghafourian P; Sharma P; Salman K; Martin D; Fei B -
A multiscale and multiblock fuzzy C-means classification method for brain MR images.
Med Phys Volume: 38 Page(s): 2879 - 2891
06/01/2011 Authors: Yang X; Fei B -
Pulmonary enhancement imaging with dual energy CT for the detection of pulmonary embolism in a rabbit model: comparison to perfusion planar scintigraphy, SPECT and SPECT-CT modalities.
Acad Radiol Volume: 18 Page(s): 605 - 614
05/01/2011 Authors: Yang G-F; Yang X; Zhang L-J; Zhu H; Chai X; Hu X-B; Hu Y-X; Lu G-M -
Automatic Tissue Classification for High-resolution Breast CT Images Based on Bilateral Filtering.
Volume: 7962 Page(s): 79623H
03/14/2011 Authors: Yang X; Sechopoulos I; Fei B -
3D Non-rigid Registration Using Surface and Local Salient Features for Transrectal Ultrasound Image-guided Prostate Biopsy.
Volume: 7964 Page(s): 79642V
03/01/2011 Authors: Yang X; Akbari H; Halig L; Fei B -
A wavelet multiscale denoising algorithm for magnetic resonance (MR) images.
Meas Sci Technol Volume: 22 Page(s): 25803
02/01/2011 Authors: Yang X; Fei B -
A PET/CT Directed, 3D Ultrasound-Guided Biopsy System for Prostate Cancer.
Volume: 6363 Page(s): 100 - 108
01/01/2011 Authors: Fei B; Master V; Nieh P; Akbari H; Yang X; Fenster A; Schuster D -
A MR Brain Classification Method Based on Multiscale and Multiblock Fuzzy C-means.
Page(s): 1 - 4
01/01/2011 Authors: Yang X; Fei B -
3D Segmentation of Prostate Ultrasound images Using Wavelet Transform.
Volume: 7962 Page(s): 79622K
01/01/2011 Authors: Akbari H; Yang X; Halig LV; Fei B -
Circulating Current Model of Modular Multilevel Converter
01/01/2011 Authors: Yang X; Li J; Wang X; Fan W; Zheng TQ -
Automatic 3D Segmentation of Ultrasound Images Using Atlas Registration and Statistical Texture Prior.
Volume: 7964
01/01/2011 Authors: Yang X; Schuster D; Master V; Nieh P; Fenster A; Fei B -
Harmonic Analysis of the DC Capacitor Voltage in Modular Multilevel Converter Based STATCOM
Page(s): 2575 - 2579
01/01/2011 Authors: Yang X; Li J; Wang X; Fan W; Zheng TQ -
MRI-based attenuation correction and quantification tools for combined MRI/PET
Volume: 51
05/01/2010 Authors: Fei B; Yang X; Nye J; Jones M; Aarsvold J; Raghunath N; Meltzer C; Votaw J -
An MRI-based Attenuation Correction Method for Combined PET/MRI Applications.
Volume: 7262
02/27/2009 Authors: Fei B; Yang X; Wang H -
Adaptive clutter filtering based on sparse component analysis in ultrasound color flow imaging
IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL Volume: 55 Page(s): 1582 - 1596
07/01/2008 Authors: Li P; Yang X; Zhang D; Bian Z -
Lung SBRT treatment planning: a study of VMAT arc selection guided by collision check software.
Med Dosim Volume: 48 Page(s): 82 - 89
Authors: Hamilton T; Zhang J; Wolf J; Kayode O; Higgins KA; Bradley J; Yang X; Schreibmann E; Roper J -
Dosimetric study on learning-based cone-beam CT correction in adaptive radiation therapy.
Med Dosim Volume: 44 Page(s): e71 - e79
Authors: Wang T; Lei Y; Manohar N; Tian S; Jani AB; Shu H-K; Higgins K; Dhabaan A; Patel P; Tang X -
Evaluating Pareto optimal tradeoffs for hippocampal avoidance whole brain radiotherapy with knowledge-based multicriteria optimization.
Med Dosim Volume: 48 Page(s): 273 - 278
Authors: Gebru T; Luca K; Wolf J; Kayode O; Yang X; Roper J; Zhang J -
Dose evaluation of MRI-based synthetic CT generated using a machine learning method for prostate cancer radiotherapy.
Med Dosim Volume: 44 Page(s): e64 - e70
Authors: Shafai-Erfani G; Wang T; Lei Y; Tian S; Patel P; Jani AB; Curran WJ; Liu T; Yang X -
MRI-based treatment planning for brain stereotactic radiosurgery: Dosimetric validation of a learning-based pseudo-CT generation method.
Med Dosim Volume: 44 Page(s): 199 - 204
Authors: Wang T; Manohar N; Lei Y; Dhabaan A; Shu H-K; Liu T; Curran WJ; Yang X -
Neurovascular bundle-sparing radiotherapy for prostate cancer using MRI-CT registration: A dosimetric feasibility study.
Volume: 41 Page(s): 339 - 343
Authors: Cassidy RJ; Yang X; Liu T; Thomas M; Nour SG; Jani AB